diff --git a/cad.txt b/cad.txt new file mode 100644 index 0000000000000000000000000000000000000000..47f200b1547a0fb9d3927abf56348fa5ab128692 --- /dev/null +++ b/cad.txt @@ -0,0 +1,20099 @@ +INFO:__main__:Starting... +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorService:Starting Service (tentative endpoint: 0.0.0.0:10001, max_workers: 10)... +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Creating Centralized Attack Detector Service +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Cryptomining Detector Features: [3.0, 5.0, 7.0, 8.0, 9.0, 17.0, 19.0, 21.0, 22.0, 23.0] +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Batch size: 10 +DEBUG:monitoring.client.MonitoringClient:Creating channel to 10.152.183.153:7070... +DEBUG:monitoring.client.MonitoringClient:Channel created +DEBUG:l3_attackmitigator.client.l3_attackmitigatorClient:Creating channel to l3-attackmitigatorservice:10002... +DEBUG:l3_attackmitigator.client.l3_attackmitigatorClient:Channel created +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:This replica's identifier is: 2c346450-ae87-4be2-af31-60edcb37f70d +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorService:Listening on 0.0.0.0:10001... +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorService:Service started +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:GetFeaturesIds request: {"message": ""} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:GetFeaturesIds reply: {"auto_features": [3.0, 5.0, 7.0, 8.0, 9.0, 17.0, 19.0, 21.0, 22.0, 23.0]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1854:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1854", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.004083156585693359 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 1 +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Creating KPIs for service +DEBUG:monitoring.client.MonitoringClient:SetKpi: {"kpi_description": "L3 - Confidence of the cryptomining detector in the security status in the last time interval of the service ", "kpi_id_list": [], "kpi_sample_type": "KPISAMPLETYPE_L3_SECURITY_STATUS_CRYPTO", "service_id": {"service_uuid": {"uuid": ""}}} +DEBUG:monitoring.client.MonitoringClient:SetKpi result: {"kpi_id": {"uuid": "1"}} +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Created KPI l3_security_status +DEBUG:monitoring.client.MonitoringClient:SetKpi: {"kpi_description": "L3 - Security status of the service in a time interval of the service (\u201c0\u201d if no attack has been detected on the service and \u201c1\u201d if a cryptomining attack has been detected)", "kpi_id_list": [], "kpi_sample_type": "KPISAMPLETYPE_ML_CONFIDENCE", "service_id": {"service_uuid": {"uuid": ""}}} +DEBUG:monitoring.client.MonitoringClient:SetKpi result: {"kpi_id": {"uuid": "2"}} +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Created KPI l3_ml_model_confidence +DEBUG:monitoring.client.MonitoringClient:SetKpi: {"kpi_description": "L3 - Number of attack connections detected in a time interval of the service (attacks of the same connection [origin IP, origin port, destination IP and destination port] are only considered once)", "kpi_id_list": [], "kpi_sample_type": "KPISAMPLETYPE_L3_UNIQUE_ATTACK_CONNS", "service_id": {"service_uuid": {"uuid": ""}}} +DEBUG:monitoring.client.MonitoringClient:SetKpi result: {"kpi_id": {"uuid": "3"}} +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Created KPI l3_unique_attack_conns +DEBUG:monitoring.client.MonitoringClient:SetKpi: {"kpi_description": "L3 - Number of unique compromised clients of the service in a time interval of the service (attacks from the same origin IP are only considered once)", "kpi_id_list": [], "kpi_sample_type": "KPISAMPLETYPE_L3_UNIQUE_COMPROMISED_CLIENTS", "service_id": {"service_uuid": {"uuid": ""}}} +DEBUG:monitoring.client.MonitoringClient:SetKpi result: {"kpi_id": {"uuid": "4"}} +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Created KPI l3_unique_compromised_clients +DEBUG:monitoring.client.MonitoringClient:SetKpi: {"kpi_description": "L3 - number of unique attackers of the service in a time interval of the service (attacks from the same destination IP are only considered once)", "kpi_id_list": [], "kpi_sample_type": "KPISAMPLETYPE_L3_UNIQUE_ATTACKERS", "service_id": {"service_uuid": {"uuid": ""}}} +DEBUG:monitoring.client.MonitoringClient:SetKpi result: {"kpi_id": {"uuid": "5"}} +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Created KPI l3_unique_attackers +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Created KPIs for service +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:self.time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval: 60 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:0:01:00 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:26.778388 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:No KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.000377655029296875 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:26', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:26.778767 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254926.779146 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254926.779146 +} +kpi_value { + floatVal: 0.997864544 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254926.779146 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254926.779146 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254926.779146 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.779146}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99786454}, "timestamp": {"timestamp": 1684254926.779146}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.779146}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.779146}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.779146}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.09692239761352539 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:26', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:26.876031 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254926.876343 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254926.876343 +} +kpi_value { + floatVal: 0.998932242 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254926.876343 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254926.876343 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254926.876343 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.876343}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99893224}, "timestamp": {"timestamp": 1684254926.876343}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.876343}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.876343}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.876343}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0218048095703125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:26', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:26.898002 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254926.8982129 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254926.8982129 +} +kpi_value { + floatVal: 0.999288201 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254926.8982129 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254926.8982129 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254926.8982129 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.898213}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9992882}, "timestamp": {"timestamp": 1684254926.898213}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.898213}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.898213}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.898213}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021279335021972656 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:26', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:26.919469 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254926.91966 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254926.91966 +} +kpi_value { + floatVal: 0.999466121 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254926.91966 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254926.91966 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254926.91966 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.91966}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994661}, "timestamp": {"timestamp": 1684254926.91966}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.91966}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.91966}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.91966}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05501413345336914 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:26', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:26.974638 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254926.9748509 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254926.9748509 +} +kpi_value { + floatVal: 0.999572933 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254926.9748509 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254926.9748509 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254926.9748509 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.974851}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99957293}, "timestamp": {"timestamp": 1684254926.974851}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.974851}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.974851}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.974851}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02034759521484375 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:26', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:26.995153 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254926.995436 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254926.995436 +} +kpi_value { + floatVal: 0.999644101 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254926.995436 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254926.995436 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254926.995436 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.995436}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996441}, "timestamp": {"timestamp": 1684254926.995436}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.995436}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.995436}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254926.995436}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02307868003845215 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:26', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.018424 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.01861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.01861 +} +kpi_value { + floatVal: 0.999389887 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.01861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.01861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.01861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.01861}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9993899}, "timestamp": {"timestamp": 1684254927.01861}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.01861}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.01861}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.01861}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07217264175415039 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:26', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1854:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1854', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.090863 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.091203 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.091203 +} +kpi_value { + floatVal: 0.999199212 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.091203 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.091203 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.091203 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.091203}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9991992}, "timestamp": {"timestamp": 1684254927.091203}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.091203}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.091203}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.091203}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07381391525268555 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:26', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.165062 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.16545 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.16545 +} +kpi_value { + floatVal: 0.9990049 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.16545 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.16545 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.16545 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.16545}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9990049}, "timestamp": {"timestamp": 1684254927.16545}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.16545}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.16545}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.16545}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026752710342407227 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:26', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254926.512567, 1684254927.1920893, 0.6795222759246826, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1854:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1854", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1854:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1854", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1854:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1854", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1439:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1439", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1854:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1854", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.001399993896484375 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.321752 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.3221591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.3221591 +} +kpi_value { + floatVal: 0.999104381 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.3221591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.3221591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.3221591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.322159}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9991044}, "timestamp": {"timestamp": 1684254927.322159}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.322159}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.322159}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.322159}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06532144546508789 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:27', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.387595 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.388051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.388051 +} +kpi_value { + floatVal: 0.999185801 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.388051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.388051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.388051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.388051}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9991858}, "timestamp": {"timestamp": 1684254927.388051}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.388051}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.388051}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.388051}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023121356964111328 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:27', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.410965 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.411335 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.411335 +} +kpi_value { + floatVal: 0.99925369 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.411335 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.411335 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.411335 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.411335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9992537}, "timestamp": {"timestamp": 1684254927.411335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.411335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.411335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.411335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07526969909667969 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:27', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1854:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1854', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.486496 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.4867871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.4867871 +} +kpi_value { + floatVal: 0.99931109 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.4867871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.4867871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.4867871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.486787}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9993111}, "timestamp": {"timestamp": 1684254927.486787}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.486787}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.486787}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.486787}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07782602310180664 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:27', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.564585 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.564986 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.564986 +} +kpi_value { + floatVal: 0.999360263 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.564986 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.564986 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.564986 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.564986}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99936026}, "timestamp": {"timestamp": 1684254927.564986}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.564986}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.564986}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.564986}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.10962724685668945 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:27', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.674475 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.674804 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.674804 +} +kpi_value { + floatVal: 0.99940294 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.674804 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.674804 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.674804 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.674804}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99940294}, "timestamp": {"timestamp": 1684254927.674804}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.674804}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.674804}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.674804}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.10415387153625488 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:27', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.778880 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.7792251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.7792251 +} +kpi_value { + floatVal: 0.999440253 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.7792251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.7792251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.7792251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.779225}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99944025}, "timestamp": {"timestamp": 1684254927.779225}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.779225}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.779225}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.779225}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030228376388549805 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:27', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1854:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1854', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.809398 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.809756 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.809756 +} +kpi_value { + floatVal: 0.999473155 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.809756 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.809756 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.809756 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.809756}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99947315}, "timestamp": {"timestamp": 1684254927.809756}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.809756}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.809756}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.809756}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07640314102172852 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:27', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1854:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1854', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.886068 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.8864191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.8864191 +} +kpi_value { + floatVal: 0.99950242 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.8864191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.8864191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.8864191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.886419}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995024}, "timestamp": {"timestamp": 1684254927.886419}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.886419}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.886419}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.886419}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022618770599365234 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:27', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1439:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1439', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:27.908959 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254927.909307 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254927.909307 +} +kpi_value { + floatVal: 0.999416232 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254927.909307 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254927.909307 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254927.909307 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.909307}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99941623}, "timestamp": {"timestamp": 1684254927.909307}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.909307}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.909307}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254927.909307}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07430362701416016 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:27', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1854:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1854', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254927.197278, 1684254927.983523, 0.7862448692321777, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1854:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1854", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1439:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1439", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1439:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1439", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1854:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1854", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1854:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1854", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1439:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1439", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1439:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1439", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1854:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1854", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1439:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1439", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0010983943939208984 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.081121 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.0816419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.0816419 +} +kpi_value { + floatVal: 0.999445438 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.0816419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.0816419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.0816419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.081642}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99944544}, "timestamp": {"timestamp": 1684254928.081642}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.081642}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.081642}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.081642}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.08965921401977539 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1854:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1854', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.171094 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.171488 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.171488 +} +kpi_value { + floatVal: 0.999471843 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.171488 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.171488 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.171488 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.171488}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99947184}, "timestamp": {"timestamp": 1684254928.171488}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.171488}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.171488}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.171488}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02265477180480957 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1439:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1439', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.194016 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.1943669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.1943669 +} +kpi_value { + floatVal: 0.999495864 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.1943669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.1943669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.1943669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.194367}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99949586}, "timestamp": {"timestamp": 1684254928.194367}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.194367}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.194367}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.194367}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020923376083374023 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1439:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1439', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.215229 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.2155981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.2155981 +} +kpi_value { + floatVal: 0.999517739 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.2155981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.2155981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.2155981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.215598}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99951774}, "timestamp": {"timestamp": 1684254928.215598}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.215598}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.215598}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.215598}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07354974746704102 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1854:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1854', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.289051 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.2894139 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.2894139 +} +kpi_value { + floatVal: 0.999537885 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.2894139 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.2894139 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.2894139 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.289414}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995379}, "timestamp": {"timestamp": 1684254928.289414}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.289414}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.289414}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.289414}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025780916213989258 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1854:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1854', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.315100 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.3154471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.3154471 +} +kpi_value { + floatVal: 0.999556363 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.3154471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.3154471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.3154471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.315447}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99955636}, "timestamp": {"timestamp": 1684254928.315447}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.315447}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.315447}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.315447}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0705721378326416 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1439:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1439', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.386004 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.3864019 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.3864019 +} +kpi_value { + floatVal: 0.99957341 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.3864019 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.3864019 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.3864019 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.386402}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995734}, "timestamp": {"timestamp": 1684254928.386402}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.386402}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.386402}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.386402}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026663780212402344 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1439:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1439', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.412850 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.4130709 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.4130709 +} +kpi_value { + floatVal: 0.999589205 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.4130709 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.4130709 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.4130709 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.413071}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995892}, "timestamp": {"timestamp": 1684254928.413071}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.413071}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.413071}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.413071}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06195712089538574 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1854:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1854', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.474987 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.4752319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.4752319 +} +kpi_value { + floatVal: 0.999603868 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.4752319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.4752319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.4752319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.475232}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99960387}, "timestamp": {"timestamp": 1684254928.475232}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.475232}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.475232}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.475232}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022799968719482422 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1439:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1439', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.498068 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.498492 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.498492 +} +kpi_value { + floatVal: 0.999617517 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.498492 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.498492 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.498492 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.498492}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996175}, "timestamp": {"timestamp": 1684254928.498492}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.498492}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.498492}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.498492}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025217294692993164 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254927.987765, 1684254928.5234535, 0.5356884002685547, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1439:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1439", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0015325546264648438 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.689739 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.689949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.689949 +} +kpi_value { + floatVal: 0.999630272 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.689949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.689949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.689949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.689949}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996303}, "timestamp": {"timestamp": 1684254928.689949}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.689949}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.689949}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.689949}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.09210634231567383 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.782024 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.7822571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.7822571 +} +kpi_value { + floatVal: 0.999642193 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.7822571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.7822571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.7822571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.782257}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996422}, "timestamp": {"timestamp": 1684254928.782257}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.782257}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.782257}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.782257}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02592945098876953 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1439:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1439', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.808124 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.808388 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.808388 +} +kpi_value { + floatVal: 0.999653399 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.808388 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.808388 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.808388 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.808388}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996534}, "timestamp": {"timestamp": 1684254928.808388}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.808388}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.808388}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.808388}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06126904487609863 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.869561 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.8697751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.8697751 +} +kpi_value { + floatVal: 0.999599159 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.8697751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.8697751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.8697751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.869775}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99959916}, "timestamp": {"timestamp": 1684254928.869775}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.869775}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.869775}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.869775}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02092599868774414 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.890666 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.8908761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.8908761 +} +kpi_value { + floatVal: 0.999536 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.8908761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.8908761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.8908761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.890876}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999536}, "timestamp": {"timestamp": 1684254928.890876}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.890876}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.890876}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.890876}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02001810073852539 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.910854 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.911057 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.911057 +} +kpi_value { + floatVal: 0.999480665 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.911057 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.911057 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.911057 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.911057}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99948066}, "timestamp": {"timestamp": 1684254928.911057}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.911057}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.911057}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.911057}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05287051200866699 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.963973 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.9642069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.9642069 +} +kpi_value { + floatVal: 0.999495089 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.9642069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.9642069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.9642069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.964207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994951}, "timestamp": {"timestamp": 1684254928.964207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.964207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.964207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.964207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02106928825378418 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:28.985218 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254928.9854231 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254928.9854231 +} +kpi_value { + floatVal: 0.999508739 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254928.9854231 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254928.9854231 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254928.9854231 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.985423}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99950874}, "timestamp": {"timestamp": 1684254928.985423}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.985423}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.985423}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254928.985423}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020122051239013672 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.005486 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.0056729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.0056729 +} +kpi_value { + floatVal: 0.999521613 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.0056729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.0056729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.0056729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.005673}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995216}, "timestamp": {"timestamp": 1684254929.005673}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.005673}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.005673}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.005673}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05833148956298828 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.063993 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.0642481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.0642481 +} +kpi_value { + floatVal: 0.999533892 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.0642481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.0642481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.0642481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.064248}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995339}, "timestamp": {"timestamp": 1684254929.064248}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.064248}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.064248}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.064248}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021445035934448242 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:28', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254928.5676436, 1684254929.0857053, 0.518061637878418, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1439:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1439", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47311:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47311", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47311:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47311", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47311:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47311", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1439:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1439", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47311:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47311", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0008993148803710938 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.192512 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.192733 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.192733 +} +kpi_value { + floatVal: 0.999545574 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.192733 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.192733 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.192733 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.192733}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995456}, "timestamp": {"timestamp": 1684254929.192733}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.192733}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.192733}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.192733}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0898139476776123 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.282548 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.2827661 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.2827661 +} +kpi_value { + floatVal: 0.999556661 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.2827661 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.2827661 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.2827661 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.282766}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99955666}, "timestamp": {"timestamp": 1684254929.282766}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.282766}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.282766}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.282766}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021609067916870117 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1439:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1439', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.304383 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.30459 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.30459 +} +kpi_value { + floatVal: 0.999567211 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.30459 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.30459 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.30459 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.30459}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995672}, "timestamp": {"timestamp": 1684254929.30459}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.30459}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.30459}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.30459}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023122549057006836 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.327683 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.327945 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.327945 +} +kpi_value { + floatVal: 0.999577284 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.327945 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.327945 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.327945 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.327945}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995773}, "timestamp": {"timestamp": 1684254929.327945}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.327945}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.327945}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.327945}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06673026084899902 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:47311:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '47311', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.394608 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.394839 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.394839 +} +kpi_value { + floatVal: 0.999538362 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.394839 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.394839 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.394839 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.394839}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99953836}, "timestamp": {"timestamp": 1684254929.394839}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.394839}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.394839}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.394839}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06938982009887695 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.464176 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.464401 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.464401 +} +kpi_value { + floatVal: 0.999548614 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.464401 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.464401 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.464401 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.464401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995486}, "timestamp": {"timestamp": 1684254929.464401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.464401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.464401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.464401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02239537239074707 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:47311:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '47311', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.486733 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.486948 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.486948 +} +kpi_value { + floatVal: 0.999558389 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.486948 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.486948 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.486948 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.486948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995584}, "timestamp": {"timestamp": 1684254929.486948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.486948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.486948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.486948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02119159698486328 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:47311:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '47311', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.508089 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.50832 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.50832 +} +kpi_value { + floatVal: 0.999567807 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.50832 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.50832 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.50832 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.50832}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995678}, "timestamp": {"timestamp": 1684254929.50832}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.50832}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.50832}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.50832}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05580568313598633 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:1439:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '1439', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.564074 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.564328 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.564328 +} +kpi_value { + floatVal: 0.999576807 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.564328 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.564328 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.564328 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.564328}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995768}, "timestamp": {"timestamp": 1684254929.564328}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.564328}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.564328}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.564328}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023878097534179688 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.588109 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.58831 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.58831 +} +kpi_value { + floatVal: 0.99958545 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.58831 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.58831 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.58831 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.58831}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99958545}, "timestamp": {"timestamp": 1684254929.58831}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.58831}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.58831}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.58831}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.019150972366333008 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:47311:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '47311', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254929.0896738, 1684254929.607418, 0.5177443027496338, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47311:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47311", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47311:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47311", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47311:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47311", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47311:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47311", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47311:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47311", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0009505748748779297 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.786249 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.7865019 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.7865019 +} +kpi_value { + floatVal: 0.999593735 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.7865019 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.7865019 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.7865019 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.786502}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99959373}, "timestamp": {"timestamp": 1684254929.786502}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.786502}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.786502}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.786502}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.08999419212341309 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:47311:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '47311', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.876425 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.876631 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.876631 +} +kpi_value { + floatVal: 0.999601722 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.876631 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.876631 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.876631 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.876631}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996017}, "timestamp": {"timestamp": 1684254929.876631}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.876631}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.876631}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.876631}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020186185836791992 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.896754 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.8969469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.8969469 +} +kpi_value { + floatVal: 0.999568284 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.8969469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.8969469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.8969469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.896947}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995683}, "timestamp": {"timestamp": 1684254929.896947}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.896947}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.896947}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.896947}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.019463539123535156 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:47311:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '47311', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.916384 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.91658 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.91658 +} +kpi_value { + floatVal: 0.999576449 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.91658 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.91658 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.91658 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.91658}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99957645}, "timestamp": {"timestamp": 1684254929.91658}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.91658}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.91658}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.91658}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0573277473449707 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:47311:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '47311', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.974021 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.974462 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.974462 +} +kpi_value { + floatVal: 0.999584258 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.974462 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.974462 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.974462 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.974462}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99958426}, "timestamp": {"timestamp": 1684254929.974462}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.974462}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.974462}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.974462}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022128582000732422 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:29.996482 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254929.9968441 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254929.9968441 +} +kpi_value { + floatVal: 0.999591827 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254929.9968441 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254929.9968441 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254929.9968441 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.996844}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995918}, "timestamp": {"timestamp": 1684254929.996844}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.996844}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.996844}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254929.996844}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07703447341918945 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.073682 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.073884 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.073884 +} +kpi_value { + floatVal: 0.999599159 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.073884 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.073884 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.073884 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.073884}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99959916}, "timestamp": {"timestamp": 1684254930.073884}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.073884}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.073884}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.073884}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02041935920715332 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:47311:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '47311', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.094394 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.094748 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.094748 +} +kpi_value { + floatVal: 0.999606192 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.094748 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.094748 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.094748 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.094748}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996062}, "timestamp": {"timestamp": 1684254930.094748}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.094748}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.094748}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.094748}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030344247817993164 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.124912 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.12514 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.12514 +} +kpi_value { + floatVal: 0.999612927 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.12514 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.12514 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.12514 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.12514}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996129}, "timestamp": {"timestamp": 1684254930.12514}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.12514}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.12514}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.12514}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06281828880310059 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.188123 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.1883531 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.1883531 +} +kpi_value { + floatVal: 0.999619544 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.1883531 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.1883531 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.1883531 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.188353}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99961954}, "timestamp": {"timestamp": 1684254930.188353}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.188353}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.188353}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.188353}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02145075798034668 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:29', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:47311:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '47311', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254929.611834, 1684254930.2097397, 0.5979056358337402, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47311:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47311", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55705:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55705", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0007212162017822266 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.365274 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.365591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.365591 +} +kpi_value { + floatVal: 0.999625862 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.365591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.365591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.365591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.365591}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99962586}, "timestamp": {"timestamp": 1684254930.365591}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.365591}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.365591}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.365591}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020990371704101562 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.386533 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.38689 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.38689 +} +kpi_value { + floatVal: 0.999632 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.38689 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.38689 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.38689 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.38689}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999632}, "timestamp": {"timestamp": 1684254930.38689}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.38689}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.38689}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.38689}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020606279373168945 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.407307 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.40749 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.40749 +} +kpi_value { + floatVal: 0.999637902 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.40749 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.40749 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.40749 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.40749}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996379}, "timestamp": {"timestamp": 1684254930.40749}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.40749}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.40749}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.40749}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07034540176391602 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:47311:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '47311', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.477824 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.4780271 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.4780271 +} +kpi_value { + floatVal: 0.999643683 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.4780271 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.4780271 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.4780271 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.478027}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996437}, "timestamp": {"timestamp": 1684254930.478027}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.478027}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.478027}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.478027}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021708250045776367 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.499680 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.4998879 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.4998879 +} +kpi_value { + floatVal: 0.999615848 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.4998879 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.4998879 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.4998879 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.499888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99961585}, "timestamp": {"timestamp": 1684254930.499888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.499888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.499888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.499888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023637056350708008 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.523578 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.5239389 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.5239389 +} +kpi_value { + floatVal: 0.999621809 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.5239389 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.5239389 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.5239389 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.523939}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996218}, "timestamp": {"timestamp": 1684254930.523939}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.523939}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.523939}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.523939}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05718493461608887 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.580938 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.581147 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.581147 +} +kpi_value { + floatVal: 0.999588907 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.581147 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.581147 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.581147 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.581147}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995889}, "timestamp": {"timestamp": 1684254930.581147}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.581147}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.581147}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.581147}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02065587043762207 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:55705:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '55705', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.601811 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.6020181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.6020181 +} +kpi_value { + floatVal: 0.999563158 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.6020181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.6020181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.6020181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.602018}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99956316}, "timestamp": {"timestamp": 1684254930.602018}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.602018}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.602018}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.602018}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06698155403137207 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.668965 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.66917 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.66917 +} +kpi_value { + floatVal: 0.999538183 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.66917 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.66917 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.66917 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.66917}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995382}, "timestamp": {"timestamp": 1684254930.66917}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.66917}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.66917}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.66917}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.1109914779663086 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.780584 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.7816181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.7816181 +} +kpi_value { + floatVal: 0.999507904 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.7816181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.7816181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.7816181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.781618}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995079}, "timestamp": {"timestamp": 1684254930.781618}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.781618}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.781618}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.781618}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02313852310180664 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254930.2135472, 1684254930.8043318, 0.5907845497131348, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.001123189926147461 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.918074 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.9183309 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.9183309 +} +kpi_value { + floatVal: 0.999480665 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.9183309 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.9183309 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.9183309 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.918331}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99948066}, "timestamp": {"timestamp": 1684254930.918331}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.918331}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.918331}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.918331}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06486368179321289 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:30.983107 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254930.9833469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254930.9833469 +} +kpi_value { + floatVal: 0.999487936 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254930.9833469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254930.9833469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254930.9833469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.983347}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99948794}, "timestamp": {"timestamp": 1684254930.983347}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.983347}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.983347}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254930.983347}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02091813087463379 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.004183 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.0044031 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.0044031 +} +kpi_value { + floatVal: 0.999495089 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.0044031 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.0044031 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.0044031 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.004403}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994951}, "timestamp": {"timestamp": 1684254931.004403}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.004403}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.004403}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.004403}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02118825912475586 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.025564 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.025773 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.025773 +} +kpi_value { + floatVal: 0.999502 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.025773 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.025773 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.025773 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.025773}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999502}, "timestamp": {"timestamp": 1684254931.025773}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.025773}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.025773}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.025773}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05200004577636719 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.077760 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.0780849 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.0780849 +} +kpi_value { + floatVal: 0.999508739 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.0780849 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.0780849 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.0780849 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.078085}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99950874}, "timestamp": {"timestamp": 1684254931.078085}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.078085}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.078085}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.078085}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021108150482177734 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.099046 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.0992579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.0992579 +} +kpi_value { + floatVal: 0.999515235 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.0992579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.0992579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.0992579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.099258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99951524}, "timestamp": {"timestamp": 1684254931.099258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.099258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.099258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.099258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0292050838470459 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.128452 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.12866 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.12866 +} +kpi_value { + floatVal: 0.999521613 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.12866 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.12866 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.12866 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.12866}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995216}, "timestamp": {"timestamp": 1684254931.12866}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.12866}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.12866}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.12866}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05345892906188965 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.182099 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.182317 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.182317 +} +kpi_value { + floatVal: 0.999527872 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.182317 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.182317 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.182317 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.182317}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995279}, "timestamp": {"timestamp": 1684254931.182317}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.182317}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.182317}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.182317}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.018948078155517578 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.201228 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.201426 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.201426 +} +kpi_value { + floatVal: 0.999533892 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.201426 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.201426 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.201426 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.201426}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995339}, "timestamp": {"timestamp": 1684254931.201426}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.201426}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.201426}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.201426}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06292104721069336 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.264497 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.2649419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.2649419 +} +kpi_value { + floatVal: 0.999539793 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.2649419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.2649419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.2649419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.264942}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995398}, "timestamp": {"timestamp": 1684254931.264942}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.264942}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.264942}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.264942}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024695158004760742 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:30', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254930.8085675, 1684254931.2893806, 0.48081302642822266, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55705:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55705", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55705:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55705", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0010523796081542969 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.380268 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.3806159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.3806159 +} +kpi_value { + floatVal: 0.999518871 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.3806159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.3806159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.3806159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.380616}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995189}, "timestamp": {"timestamp": 1684254931.380616}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.380616}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.380616}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.380616}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02443218231201172 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.404864 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.405103 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.405103 +} +kpi_value { + floatVal: 0.999524832 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.405103 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.405103 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.405103 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.405103}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99952483}, "timestamp": {"timestamp": 1684254931.405103}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.405103}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.405103}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.405103}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07971477508544922 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.484759 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.4849989 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.4849989 +} +kpi_value { + floatVal: 0.999530613 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.4849989 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.4849989 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.4849989 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.484999}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995306}, "timestamp": {"timestamp": 1684254931.484999}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.484999}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.484999}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.484999}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022192001342773438 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.507124 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.5074339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.5074339 +} +kpi_value { + floatVal: 0.999536276 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.5074339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.5074339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.5074339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.507434}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995363}, "timestamp": {"timestamp": 1684254931.507434}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.507434}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.507434}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.507434}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06930041313171387 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:55705:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '55705', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.576749 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.5771439 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.5771439 +} +kpi_value { + floatVal: 0.999511421 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.5771439 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.5771439 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.5771439 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.577144}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995114}, "timestamp": {"timestamp": 1684254931.577144}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.577144}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.577144}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.577144}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02736186981201172 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.604471 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.6048729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.6048729 +} +kpi_value { + floatVal: 0.999487162 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.6048729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.6048729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.6048729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.604873}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99948716}, "timestamp": {"timestamp": 1684254931.604873}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.604873}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.604873}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.604873}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07053637504577637 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.675254 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.6755691 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.6755691 +} +kpi_value { + floatVal: 0.999493122 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.6755691 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.6755691 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.6755691 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.675569}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994931}, "timestamp": {"timestamp": 1684254931.675569}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.675569}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.675569}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.675569}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025220394134521484 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.700668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.7009921 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.7009921 +} +kpi_value { + floatVal: 0.999498963 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.7009921 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.7009921 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.7009921 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.700992}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99949896}, "timestamp": {"timestamp": 1684254931.700992}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.700992}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.700992}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.700992}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06325936317443848 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.764120 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.7643681 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.7643681 +} +kpi_value { + floatVal: 0.999504685 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.7643681 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.7643681 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.7643681 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.764368}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995047}, "timestamp": {"timestamp": 1684254931.764368}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.764368}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.764368}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.764368}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02838420867919922 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.792672 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.792912 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.792912 +} +kpi_value { + floatVal: 0.999483228 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.792912 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.792912 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.792912 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.792912}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994832}, "timestamp": {"timestamp": 1684254931.792912}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.792912}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.792912}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.792912}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023053407669067383 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:55705:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '55705', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254931.2932587, 1684254931.8158977, 0.5226390361785889, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.001199483871459961 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:31.898463 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254931.898679 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254931.898679 +} +kpi_value { + floatVal: 0.999462306 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254931.898679 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254931.898679 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254931.898679 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.898679}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994623}, "timestamp": {"timestamp": 1684254931.898679}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.898679}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.898679}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254931.898679}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.17662358283996582 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.075284 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.0755129 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.0755129 +} +kpi_value { + floatVal: 0.999468207 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.0755129 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.0755129 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.0755129 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.075513}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994682}, "timestamp": {"timestamp": 1684254932.075513}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.075513}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.075513}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.075513}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023537635803222656 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.099000 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.0992379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.0992379 +} +kpi_value { + floatVal: 0.999450803 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.0992379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.0992379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.0992379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.099238}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994508}, "timestamp": {"timestamp": 1684254932.099238}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.099238}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.099238}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.099238}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07448410987854004 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.173655 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.173943 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.173943 +} +kpi_value { + floatVal: 0.999456704 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.173943 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.173943 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.173943 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.173943}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994567}, "timestamp": {"timestamp": 1684254932.173943}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.173943}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.173943}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.173943}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02269434928894043 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.196671 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.197104 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.197104 +} +kpi_value { + floatVal: 0.999462485 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.197104 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.197104 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.197104 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.197104}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994625}, "timestamp": {"timestamp": 1684254932.197104}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.197104}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.197104}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.197104}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021187305450439453 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.218173 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.21841 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.21841 +} +kpi_value { + floatVal: 0.999441266 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.21841 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.21841 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.21841 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.21841}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99944127}, "timestamp": {"timestamp": 1684254932.21841}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.21841}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.21841}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.21841}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.063934326171875 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.282462 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.2828751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.2828751 +} +kpi_value { + floatVal: 0.999447107 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.2828751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.2828751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.2828751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.282875}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994471}, "timestamp": {"timestamp": 1684254932.282875}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.282875}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.282875}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.282875}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02119755744934082 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.304018 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.3044159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.3044159 +} +kpi_value { + floatVal: 0.999452829 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.3044159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.3044159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.3044159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.304416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994528}, "timestamp": {"timestamp": 1684254932.304416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.304416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.304416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.304416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07999110221862793 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.384341 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.3847389 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.3847389 +} +kpi_value { + floatVal: 0.999458373 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.3847389 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.3847389 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.3847389 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.384739}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994584}, "timestamp": {"timestamp": 1684254932.384739}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.384739}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.384739}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.384739}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022190093994140625 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.406869 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.4073091 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.4073091 +} +kpi_value { + floatVal: 0.999463856 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.4073091 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.4073091 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.4073091 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.407309}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99946386}, "timestamp": {"timestamp": 1684254932.407309}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.407309}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.407309}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.407309}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0787818431854248 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:31', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254931.8202658, 1684254932.4858315, 0.6655657291412354, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55705:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55705", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55705:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55705", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0007555484771728516 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 11 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.572960 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.573149 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.573149 +} +kpi_value { + floatVal: 0.999469221 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.573149 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.573149 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.573149 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.573149}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994692}, "timestamp": {"timestamp": 1684254932.573149}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.573149}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.573149}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.573149}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02102971076965332 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:32', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.594181 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.5944359 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.5944359 +} +kpi_value { + floatVal: 0.999474466 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.5944359 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.5944359 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.5944359 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.594436}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99947447}, "timestamp": {"timestamp": 1684254932.594436}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.594436}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.594436}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.594436}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06995534896850586 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:32', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.664500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.6649361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.6649361 +} +kpi_value { + floatVal: 0.999479651 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.6649361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.6649361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.6649361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.664936}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99947965}, "timestamp": {"timestamp": 1684254932.664936}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.664936}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.664936}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.664936}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.10129404067993164 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:32', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.766182 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.7667029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.7667029 +} +kpi_value { + floatVal: 0.999484658 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.7667029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.7667029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.7667029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.766703}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99948466}, "timestamp": {"timestamp": 1684254932.766703}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.766703}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.766703}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.766703}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.12218475341796875 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:32', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.888641 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.8890131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.8890131 +} +kpi_value { + floatVal: 0.999489665 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.8890131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.8890131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.8890131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.889013}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99948967}, "timestamp": {"timestamp": 1684254932.889013}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.889013}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.889013}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.889013}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.08481884002685547 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:32', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.973622 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.97385 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.97385 +} +kpi_value { + floatVal: 0.999494493 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.97385 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.97385 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.97385 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.97385}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994945}, "timestamp": {"timestamp": 1684254932.97385}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.97385}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.97385}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.97385}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.018869876861572266 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:32', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:32.992656 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254932.9928579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254932.9928579 +} +kpi_value { + floatVal: 0.999499261 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254932.9928579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254932.9928579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254932.9928579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.992858}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99949926}, "timestamp": {"timestamp": 1684254932.992858}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.992858}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.992858}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254932.992858}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.01988840103149414 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:32', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.012731 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.01304 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.01304 +} +kpi_value { + floatVal: 0.99950397 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.01304 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.01304 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.01304 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.01304}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99950397}, "timestamp": {"timestamp": 1684254933.01304}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.01304}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.01304}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.01304}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06386280059814453 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:32', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:55705:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '55705', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.076766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.076978 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.076978 +} +kpi_value { + floatVal: 0.99950856 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.076978 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.076978 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.076978 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.076978}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99950856}, "timestamp": {"timestamp": 1684254933.076978}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.076978}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.076978}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.076978}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03923606872558594 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:32', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.116370 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.1167819 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.1167819 +} +kpi_value { + floatVal: 0.99951303 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.1167819 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.1167819 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.1167819 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.116782}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99951303}, "timestamp": {"timestamp": 1684254933.116782}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.116782}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.116782}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.116782}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0585939884185791 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:32', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:55705:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '55705', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254932.4900677, 1684254933.1753132, 0.6852455139160156, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50995:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50995", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0008060932159423828 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 12 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.281970 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.2821791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.2821791 +} +kpi_value { + floatVal: 0.9995175 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.2821791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.2821791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.2821791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.282179}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995175}, "timestamp": {"timestamp": 1684254933.282179}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.282179}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.282179}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.282179}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023036479949951172 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.305172 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.3053861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.3053861 +} +kpi_value { + floatVal: 0.999521852 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.3053861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.3053861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.3053861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.305386}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99952185}, "timestamp": {"timestamp": 1684254933.305386}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.305386}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.305386}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.305386}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0757136344909668 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.381059 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.381274 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.381274 +} +kpi_value { + floatVal: 0.999526083 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.381274 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.381274 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.381274 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.381274}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995261}, "timestamp": {"timestamp": 1684254933.381274}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.381274}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.381274}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.381274}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.01973724365234375 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50995:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50995', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.400977 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.401211 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.401211 +} +kpi_value { + floatVal: 0.999530315 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.401211 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.401211 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.401211 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.401211}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995303}, "timestamp": {"timestamp": 1684254933.401211}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.401211}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.401211}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.401211}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021955013275146484 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.423090 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.423331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.423331 +} +kpi_value { + floatVal: 0.999534428 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.423331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.423331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.423331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.423331}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995344}, "timestamp": {"timestamp": 1684254933.423331}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.423331}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.423331}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.423331}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06068158149719238 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.483965 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.4841771 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.4841771 +} +kpi_value { + floatVal: 0.999538481 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.4841771 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.4841771 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.4841771 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.484177}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995385}, "timestamp": {"timestamp": 1684254933.484177}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.484177}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.484177}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.484177}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.019898414611816406 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.504031 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.50422 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.50422 +} +kpi_value { + floatVal: 0.999542415 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.50422 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.50422 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.50422 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.50422}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995424}, "timestamp": {"timestamp": 1684254933.50422}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.50422}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.50422}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.50422}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.019215106964111328 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.523418 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.523634 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.523634 +} +kpi_value { + floatVal: 0.999546349 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.523634 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.523634 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.523634 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.523634}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99954635}, "timestamp": {"timestamp": 1684254933.523634}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.523634}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.523634}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.523634}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05588483810424805 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.579571 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.5798261 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.5798261 +} +kpi_value { + floatVal: 0.999550164 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.5798261 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.5798261 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.5798261 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.579826}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99955016}, "timestamp": {"timestamp": 1684254933.579826}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.579826}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.579826}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.579826}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02079939842224121 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.600570 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.601007 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.601007 +} +kpi_value { + floatVal: 0.999554 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.601007 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.601007 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.601007 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.601007}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999554}, "timestamp": {"timestamp": 1684254933.601007}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.601007}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.601007}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.601007}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06905698776245117 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254933.180821, 1684254933.669781, 0.48896002769470215, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55705:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55705", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0008809566497802734 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 13 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.707135 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.7074111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.7074111 +} +kpi_value { + floatVal: 0.999557674 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.7074111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.7074111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.7074111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.707411}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995577}, "timestamp": {"timestamp": 1684254933.707411}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.707411}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.707411}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.707411}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.22335171699523926 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.930896 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.931313 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.931313 +} +kpi_value { + floatVal: 0.999561369 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.931313 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.931313 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.931313 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.931313}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99956137}, "timestamp": {"timestamp": 1684254933.931313}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.931313}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.931313}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.931313}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024142742156982422 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.955215 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.95544 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.95544 +} +kpi_value { + floatVal: 0.999564946 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.95544 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.95544 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.95544 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.95544}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99956495}, "timestamp": {"timestamp": 1684254933.95544}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.95544}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.95544}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.95544}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03497314453125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:33.990591 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254933.9910259 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254933.9910259 +} +kpi_value { + floatVal: 0.999568462 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254933.9910259 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254933.9910259 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254933.9910259 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.991026}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99956846}, "timestamp": {"timestamp": 1684254933.991026}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.991026}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.991026}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254933.991026}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.028601408004760742 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.019398 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.019613 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.019613 +} +kpi_value { + floatVal: 0.999572 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.019613 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.019613 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.019613 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.019613}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999572}, "timestamp": {"timestamp": 1684254934.019613}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.019613}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.019613}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.019613}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.050798892974853516 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.070395 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.0706029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.0706029 +} +kpi_value { + floatVal: 0.999575377 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.0706029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.0706029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.0706029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.070603}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995754}, "timestamp": {"timestamp": 1684254934.070603}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.070603}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.070603}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.070603}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.19374346733093262 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:55705:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '55705', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.264362 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.264662 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.264662 +} +kpi_value { + floatVal: 0.999578774 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.264662 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.264662 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.264662 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.264662}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995788}, "timestamp": {"timestamp": 1684254934.264662}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.264662}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.264662}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.264662}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.11260509490966797 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.377250 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.3776 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.3776 +} +kpi_value { + floatVal: 0.999582052 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.3776 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.3776 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.3776 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.3776}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99958205}, "timestamp": {"timestamp": 1684254934.3776}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.3776}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.3776}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.3776}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020160913467407227 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.397574 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.397809 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.397809 +} +kpi_value { + floatVal: 0.99958533 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.397809 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.397809 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.397809 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.397809}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99958533}, "timestamp": {"timestamp": 1684254934.397809}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.397809}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.397809}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.397809}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020941495895385742 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.418670 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.418906 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.418906 +} +kpi_value { + floatVal: 0.999588549 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.418906 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.418906 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.418906 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.418906}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99958855}, "timestamp": {"timestamp": 1684254934.418906}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.418906}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.418906}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.418906}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0620880126953125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:33', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254933.6744955, 1684254934.4809482, 0.806452751159668, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0008413791656494141 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 14 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.573380 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.5736251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.5736251 +} +kpi_value { + floatVal: 0.999591708 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.5736251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.5736251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.5736251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.573625}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995917}, "timestamp": {"timestamp": 1684254934.573625}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.573625}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.573625}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.573625}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02277851104736328 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:34', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.596342 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.5965459 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.5965459 +} +kpi_value { + floatVal: 0.999578536 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.5965459 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.5965459 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.5965459 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.596546}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99957854}, "timestamp": {"timestamp": 1684254934.596546}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.596546}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.596546}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.596546}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022491455078125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:34', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.619141 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.61954 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.61954 +} +kpi_value { + floatVal: 0.999581695 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.61954 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.61954 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.61954 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.61954}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995817}, "timestamp": {"timestamp": 1684254934.61954}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.61954}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.61954}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.61954}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0659787654876709 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:34', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.685307 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.6855171 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.6855171 +} +kpi_value { + floatVal: 0.999584854 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.6855171 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.6855171 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.6855171 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.685517}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99958485}, "timestamp": {"timestamp": 1684254934.685517}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.685517}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.685517}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.685517}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.01983165740966797 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:34', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.705321 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.7055261 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.7055261 +} +kpi_value { + floatVal: 0.999587953 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.7055261 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.7055261 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.7055261 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.705526}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99958795}, "timestamp": {"timestamp": 1684254934.705526}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.705526}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.705526}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.705526}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.01954054832458496 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:34', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.724999 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.7252121 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.7252121 +} +kpi_value { + floatVal: 0.999591 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.7252121 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.7252121 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.7252121 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.725212}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999591}, "timestamp": {"timestamp": 1684254934.725212}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.725212}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.725212}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.725212}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06752586364746094 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:34', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.792761 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.7930191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.7930191 +} +kpi_value { + floatVal: 0.999594033 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.7930191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.7930191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.7930191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.793019}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99959403}, "timestamp": {"timestamp": 1684254934.793019}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.793019}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.793019}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.793019}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021254777908325195 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:34', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.814192 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.8144481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.8144481 +} +kpi_value { + floatVal: 0.999597 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.8144481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.8144481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.8144481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.814448}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999597}, "timestamp": {"timestamp": 1684254934.814448}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.814448}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.814448}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.814448}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021889448165893555 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:34', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.836439 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.8635311 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.8635311 +} +kpi_value { + floatVal: 0.999599934 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.8635311 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.8635311 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.8635311 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.863531}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99959993}, "timestamp": {"timestamp": 1684254934.863531}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.863531}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.863531}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.863531}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05486631393432617 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:34', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:34.891481 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254934.8917291 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254934.8917291 +} +kpi_value { + floatVal: 0.999602795 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254934.8917291 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254934.8917291 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254934.8917291 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.891729}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996028}, "timestamp": {"timestamp": 1684254934.891729}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.891729}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.891729}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254934.891729}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023161649703979492 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:34', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254934.5099247, 1684254934.9149156, 0.40499091148376465, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58060:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58060", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0007741451263427734 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 15 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.085272 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.0854859 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.0854859 +} +kpi_value { + floatVal: 0.999605596 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.0854859 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.0854859 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.0854859 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.085486}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996056}, "timestamp": {"timestamp": 1684254935.085486}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.085486}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.085486}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.085486}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07872295379638672 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.164231 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.16453 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.16453 +} +kpi_value { + floatVal: 0.999608397 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.16453 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.16453 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.16453 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.16453}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996084}, "timestamp": {"timestamp": 1684254935.16453}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.16453}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.16453}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.16453}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024348735809326172 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.188741 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.1889429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.1889429 +} +kpi_value { + floatVal: 0.999611199 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.1889429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.1889429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.1889429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.188943}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996112}, "timestamp": {"timestamp": 1684254935.188943}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.188943}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.188943}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.188943}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.01978325843811035 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.208771 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.208992 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.208992 +} +kpi_value { + floatVal: 0.999613881 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.208992 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.208992 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.208992 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.208992}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996139}, "timestamp": {"timestamp": 1684254935.208992}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.208992}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.208992}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.208992}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06719088554382324 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.276301 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.276742 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.276742 +} +kpi_value { + floatVal: 0.999616563 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.276742 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.276742 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.276742 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.276742}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99961656}, "timestamp": {"timestamp": 1684254935.276742}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.276742}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.276742}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.276742}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02771592140197754 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.304183 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.3044159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.3044159 +} +kpi_value { + floatVal: 0.999619246 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.3044159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.3044159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.3044159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.304416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99961925}, "timestamp": {"timestamp": 1684254935.304416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.304416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.304416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.304416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0706779956817627 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.375033 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.375241 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.375241 +} +kpi_value { + floatVal: 0.999621809 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.375241 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.375241 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.375241 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.375241}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996218}, "timestamp": {"timestamp": 1684254935.375241}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.375241}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.375241}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.375241}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022680044174194336 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.397863 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.3980429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.3980429 +} +kpi_value { + floatVal: 0.999624431 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.3980429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.3980429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.3980429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.398043}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99962443}, "timestamp": {"timestamp": 1684254935.398043}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.398043}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.398043}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.398043}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021114826202392578 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.419140 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.419358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.419358 +} +kpi_value { + floatVal: 0.999626935 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.419358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.419358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.419358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.419358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99962693}, "timestamp": {"timestamp": 1684254935.419358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.419358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.419358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.419358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06436491012573242 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.483755 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.4841509 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.4841509 +} +kpi_value { + floatVal: 0.999629438 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.4841509 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.4841509 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.4841509 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.484151}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99962944}, "timestamp": {"timestamp": 1684254935.484151}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.484151}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.484151}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.484151}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020557880401611328 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58060:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58060', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254934.9191895, 1684254935.5045745, 0.5853850841522217, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55705:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55705", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0011167526245117188 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 16 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.596809 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.59702 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.59702 +} +kpi_value { + floatVal: 0.999631941 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.59702 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.59702 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.59702 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.59702}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99963194}, "timestamp": {"timestamp": 1684254935.59702}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.59702}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.59702}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.59702}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07864212989807129 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.675769 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.67615 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.67615 +} +kpi_value { + floatVal: 0.999634326 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.67615 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.67615 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.67615 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.67615}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996343}, "timestamp": {"timestamp": 1684254935.67615}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.67615}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.67615}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.67615}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.01935601234436035 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.695283 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.6954589 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.6954589 +} +kpi_value { + floatVal: 0.999636769 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.6954589 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.6954589 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.6954589 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.695459}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99963677}, "timestamp": {"timestamp": 1684254935.695459}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.695459}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.695459}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.695459}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.01870107650756836 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.714116 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.714313 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.714313 +} +kpi_value { + floatVal: 0.999639153 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.714313 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.714313 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.714313 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.714313}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99963915}, "timestamp": {"timestamp": 1684254935.714313}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.714313}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.714313}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.714313}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07131528854370117 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:55705:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '55705', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.785622 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.7860751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.7860751 +} +kpi_value { + floatVal: 0.999641478 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.7860751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.7860751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.7860751 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.786075}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996415}, "timestamp": {"timestamp": 1684254935.786075}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.786075}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.786075}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.786075}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020705461502075195 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.806484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.806664 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.806664 +} +kpi_value { + floatVal: 0.999643803 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.806664 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.806664 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.806664 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.806664}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996438}, "timestamp": {"timestamp": 1684254935.806664}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.806664}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.806664}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.806664}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.058284759521484375 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.864987 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.86523 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.86523 +} +kpi_value { + floatVal: 0.999646068 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.86523 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.86523 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.86523 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.86523}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99964607}, "timestamp": {"timestamp": 1684254935.86523}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.86523}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.86523}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.86523}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.09893965721130371 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:35.964101 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254935.964314 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254935.964314 +} +kpi_value { + floatVal: 0.999648333 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254935.964314 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254935.964314 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254935.964314 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.964314}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99964833}, "timestamp": {"timestamp": 1684254935.964314}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.964314}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.964314}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254935.964314}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.21023893356323242 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.174522 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.1747169 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.1747169 +} +kpi_value { + floatVal: 0.999650538 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.1747169 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.1747169 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.1747169 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.174717}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99965054}, "timestamp": {"timestamp": 1684254936.174717}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.174717}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.174717}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.174717}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.19692587852478027 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.371684 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.3720341 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.3720341 +} +kpi_value { + floatVal: 0.999652743 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.3720341 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.3720341 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.3720341 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.372034}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99965274}, "timestamp": {"timestamp": 1684254936.372034}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.372034}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.372034}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.372034}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026875734329223633 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:35', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254935.5087495, 1684254936.3986993, 0.8899497985839844, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45128:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45128", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25890:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25890", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 8.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0011205673217773438 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 17 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.526429 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.563998 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.563998 +} +kpi_value { + floatVal: 0.999654889 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.563998 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.563998 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.563998 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.563998}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996549}, "timestamp": {"timestamp": 1684254936.563998}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.563998}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.563998}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.563998}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0680532455444336 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:36', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.594640 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.594851 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.594851 +} +kpi_value { + floatVal: 0.999643803 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.594851 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.594851 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.594851 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.594851}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996438}, "timestamp": {"timestamp": 1684254936.594851}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.594851}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.594851}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.594851}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06957507133483887 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:36', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.664608 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.665077 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.665077 +} +kpi_value { + floatVal: 0.999646 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.665077 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.665077 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.665077 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.665077}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999646}, "timestamp": {"timestamp": 1684254936.665077}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.665077}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.665077}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.665077}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02640557289123535 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:36', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.691321 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.691761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.691761 +} +kpi_value { + floatVal: 0.999648154 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.691761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.691761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.691761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.691761}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99964815}, "timestamp": {"timestamp": 1684254936.691761}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.691761}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.691761}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.691761}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07260894775390625 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:36', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.764129 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.764358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.764358 +} +kpi_value { + floatVal: 0.9996503 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.764358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.764358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.764358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.764358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996503}, "timestamp": {"timestamp": 1684254936.764358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.764358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.764358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.764358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024093151092529297 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:36', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:45128:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '45128', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.788398 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.788645 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.788645 +} +kpi_value { + floatVal: 0.999639511 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.788645 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.788645 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.788645 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.788645}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996395}, "timestamp": {"timestamp": 1684254936.788645}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.788645}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.788645}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.788645}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03633522987365723 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:36', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.824915 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.8251319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.8251319 +} +kpi_value { + floatVal: 0.999641657 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.8251319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.8251319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.8251319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.825132}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99964166}, "timestamp": {"timestamp": 1684254936.825132}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.825132}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.825132}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.825132}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0568995475769043 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:36', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.881977 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.882189 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.882189 +} +kpi_value { + floatVal: 0.999643803 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.882189 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.882189 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.882189 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.882189}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996438}, "timestamp": {"timestamp": 1684254936.882189}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.882189}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.882189}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.882189}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.028276681900024414 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:36', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.910458 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.9108109 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.9108109 +} +kpi_value { + floatVal: 0.999645948 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.9108109 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.9108109 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.9108109 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.910811}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99964595}, "timestamp": {"timestamp": 1684254936.910811}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.910811}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.910811}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.910811}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025758981704711914 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:36', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:36.936489 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254936.9367781 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254936.9367781 +} +kpi_value { + floatVal: 0.999648035 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254936.9367781 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254936.9367781 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254936.9367781 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.936778}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99964803}, "timestamp": {"timestamp": 1684254936.936778}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.936778}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.936778}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254936.936778}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.12766337394714355 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:36', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25890:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25890', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254936.4296026, 1684254937.064411, 0.6348083019256592, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45128:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45128", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45128:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45128", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0011680126190185547 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 18 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.270922 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.2712879 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.2712879 +} +kpi_value { + floatVal: 0.999650121 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.2712879 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.2712879 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.2712879 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.271288}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996501}, "timestamp": {"timestamp": 1684254937.271288}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.271288}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.271288}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.271288}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027097702026367188 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.298317 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.2987051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.2987051 +} +kpi_value { + floatVal: 0.999652147 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.2987051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.2987051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.2987051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.298705}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99965215}, "timestamp": {"timestamp": 1684254937.298705}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.298705}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.298705}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.298705}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.08492922782897949 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.383642 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.384089 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.384089 +} +kpi_value { + floatVal: 0.999654174 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.384089 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.384089 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.384089 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.384089}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996542}, "timestamp": {"timestamp": 1684254937.384089}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.384089}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.384089}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.384089}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023258447647094727 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:45128:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '45128', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.407170 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.407521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.407521 +} +kpi_value { + floatVal: 0.999641418 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.407521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.407521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.407521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.407521}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996414}, "timestamp": {"timestamp": 1684254937.407521}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.407521}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.407521}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.407521}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.08185911178588867 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.489340 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.4898069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.4898069 +} +kpi_value { + floatVal: 0.999643505 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.4898069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.4898069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.4898069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.489807}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996435}, "timestamp": {"timestamp": 1684254937.489807}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.489807}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.489807}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.489807}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023062944412231445 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:45128:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '45128', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.512614 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.5128 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.5128 +} +kpi_value { + floatVal: 0.999631822 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.5128 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.5128 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.5128 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.5128}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996318}, "timestamp": {"timestamp": 1684254937.5128}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.5128}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.5128}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.5128}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07405400276184082 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:43006:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '43006', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.586829 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.5870161 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.5870161 +} +kpi_value { + floatVal: 0.999621749 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.5870161 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.5870161 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.5870161 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.587016}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99962175}, "timestamp": {"timestamp": 1684254937.587016}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.587016}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.587016}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.587016}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021035194396972656 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:43006:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '43006', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.608036 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.6082489 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.6082489 +} +kpi_value { + floatVal: 0.99960947 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.6082489 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.6082489 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.6082489 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.608249}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9996095}, "timestamp": {"timestamp": 1684254937.608249}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.608249}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.608249}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.608249}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022017478942871094 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:43006:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '43006', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.630204 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.6304009 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.6304009 +} +kpi_value { + floatVal: 0.999598205 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.6304009 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.6304009 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.6304009 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.630401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995982}, "timestamp": {"timestamp": 1684254937.630401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.630401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.630401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.630401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05660653114318848 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.687033 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.68722 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.68722 +} +kpi_value { + floatVal: 0.99958849 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.68722 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.68722 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.68722 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.68722}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995885}, "timestamp": {"timestamp": 1684254937.68722}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.68722}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.68722}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.68722}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025105953216552734 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254937.0697966, 1684254937.7123187, 0.6425220966339111, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0009558200836181641 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 19 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.780852 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.781075 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.781075 +} +kpi_value { + floatVal: 0.999576628 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.781075 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.781075 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.781075 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.781075}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995766}, "timestamp": {"timestamp": 1684254937.781075}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.781075}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.781075}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.781075}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.08327293395996094 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.864364 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.864692 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.864692 +} +kpi_value { + floatVal: 0.999565721 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.864692 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.864692 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.864692 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.864692}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995657}, "timestamp": {"timestamp": 1684254937.864692}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.864692}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.864692}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.864692}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022757768630981445 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.887338 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.8875639 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.8875639 +} +kpi_value { + floatVal: 0.999568105 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.8875639 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.8875639 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.8875639 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.887564}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995681}, "timestamp": {"timestamp": 1684254937.887564}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.887564}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.887564}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.887564}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020850658416748047 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.908405 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.908601 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.908601 +} +kpi_value { + floatVal: 0.999570429 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.908601 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.908601 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.908601 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.908601}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995704}, "timestamp": {"timestamp": 1684254937.908601}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.908601}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.908601}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.908601}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0555574893951416 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.964173 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.964433 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.964433 +} +kpi_value { + floatVal: 0.999572814 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.964433 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.964433 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.964433 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.964433}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995728}, "timestamp": {"timestamp": 1684254937.964433}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.964433}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.964433}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.964433}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022604703903198242 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:37.986964 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254937.9872069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254937.9872069 +} +kpi_value { + floatVal: 0.999575078 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254937.9872069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254937.9872069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254937.9872069 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.987207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995751}, "timestamp": {"timestamp": 1684254937.987207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.987207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.987207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254937.987207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022336721420288086 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.009510 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.009783 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.009783 +} +kpi_value { + floatVal: 0.999577403 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.009783 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.009783 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.009783 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.009783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995774}, "timestamp": {"timestamp": 1684254938.009783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.009783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.009783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.009783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.061040639877319336 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.070846 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.071079 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.071079 +} +kpi_value { + floatVal: 0.999579668 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.071079 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.071079 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.071079 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.071079}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99957967}, "timestamp": {"timestamp": 1684254938.071079}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.071079}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.071079}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.071079}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023441076278686523 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.094468 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.094682 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.094682 +} +kpi_value { + floatVal: 0.999581873 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.094682 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.094682 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.094682 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.094682}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995819}, "timestamp": {"timestamp": 1684254938.094682}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.094682}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.094682}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.094682}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020725250244140625 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.115407 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.115612 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.115612 +} +kpi_value { + floatVal: 0.999584079 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.115612 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.115612 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.115612 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.115612}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995841}, "timestamp": {"timestamp": 1684254938.115612}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.115612}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.115612}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.115612}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05913829803466797 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:37', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254937.71616, 1684254938.1747122, 0.45855212211608887, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61577:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61577", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49280:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49280", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49280:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49280", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49280:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49280", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0009052753448486328 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 20 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.272217 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.2724271 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.2724271 +} +kpi_value { + floatVal: 0.999586284 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.2724271 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.2724271 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.2724271 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.272427}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995863}, "timestamp": {"timestamp": 1684254938.272427}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.272427}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.272427}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.272427}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022133588790893555 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.294529 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.294734 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.294734 +} +kpi_value { + floatVal: 0.99958843 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.294734 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.294734 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.294734 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.294734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99958843}, "timestamp": {"timestamp": 1684254938.294734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.294734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.294734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.294734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03655886650085449 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61577:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61577', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.331296 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.3315229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.3315229 +} +kpi_value { + floatVal: 0.999590576 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.3315229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.3315229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.3315229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.331523}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995906}, "timestamp": {"timestamp": 1684254938.331523}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.331523}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.331523}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.331523}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.13823890686035156 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.469747 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.469969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.469969 +} +kpi_value { + floatVal: 0.999592721 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.469969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.469969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.469969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.469969}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995927}, "timestamp": {"timestamp": 1684254938.469969}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.469969}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.469969}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.469969}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022642135620117188 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49280:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49280', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.492735 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.49327 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.49327 +} +kpi_value { + floatVal: 0.999583781 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.49327 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.49327 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.49327 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.49327}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995838}, "timestamp": {"timestamp": 1684254938.49327}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.49327}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.49327}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.49327}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07693696022033691 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49280:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49280', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.569856 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.5702579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.5702579 +} +kpi_value { + floatVal: 0.999572873 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.5702579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.5702579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.5702579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.570258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995729}, "timestamp": {"timestamp": 1684254938.570258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.570258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.570258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.570258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022446870803833008 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49280:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49280', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.592557 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.592768 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.592768 +} +kpi_value { + floatVal: 0.9995628 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.592768 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.592768 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.592768 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.592768}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995628}, "timestamp": {"timestamp": 1684254938.592768}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.592768}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.592768}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.592768}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02118682861328125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.614019 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.614491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.614491 +} +kpi_value { + floatVal: 0.999565 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.614491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.614491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.614491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.614491}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999565}, "timestamp": {"timestamp": 1684254938.614491}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.614491}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.614491}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.614491}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06534385681152344 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.679704 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.6803319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.6803319 +} +kpi_value { + floatVal: 0.999556422 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.6803319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.6803319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.6803319 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.680332}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995564}, "timestamp": {"timestamp": 1684254938.680332}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.680332}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.680332}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.680332}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02089977264404297 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.700889 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.701268 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.701268 +} +kpi_value { + floatVal: 0.999558628 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.701268 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.701268 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.701268 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.701268}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995586}, "timestamp": {"timestamp": 1684254938.701268}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.701268}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.701268}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.701268}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07356739044189453 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254938.1789434, 1684254938.7746136, 0.595670223236084, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42014:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42014", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0007970333099365234 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 21 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.873704 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.873925 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.873925 +} +kpi_value { + floatVal: 0.999548078 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.873925 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.873925 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.873925 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.873925}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995481}, "timestamp": {"timestamp": 1684254938.873925}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.873925}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.873925}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.873925}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02518486976623535 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.899097 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.899375 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.899375 +} +kpi_value { + floatVal: 0.999550343 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.899375 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.899375 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.899375 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.899375}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99955034}, "timestamp": {"timestamp": 1684254938.899375}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.899375}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.899375}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.899375}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07015132904052734 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:43006:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '43006', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.969453 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.9697061 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.9697061 +} +kpi_value { + floatVal: 0.999552608 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.9697061 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.9697061 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.9697061 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.969706}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995526}, "timestamp": {"timestamp": 1684254938.969706}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.969706}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.969706}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.969706}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021979093551635742 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:38.991726 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254938.992197 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254938.992197 +} +kpi_value { + floatVal: 0.999554813 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254938.992197 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254938.992197 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254938.992197 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.992197}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995548}, "timestamp": {"timestamp": 1684254938.992197}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.992197}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.992197}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254938.992197}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0276033878326416 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.019491 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.0196929 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.0196929 +} +kpi_value { + floatVal: 0.999556959 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.0196929 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.0196929 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.0196929 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.019693}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99955696}, "timestamp": {"timestamp": 1684254939.019693}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.019693}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.019693}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.019693}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07592916488647461 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:43006:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '43006', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.095581 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.09577 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.09577 +} +kpi_value { + floatVal: 0.999559104 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.09577 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.09577 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.09577 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.09577}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995591}, "timestamp": {"timestamp": 1684254939.09577}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.09577}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.09577}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.09577}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07431602478027344 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:43006:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '43006', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.170247 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.1706719 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.1706719 +} +kpi_value { + floatVal: 0.99956125 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.1706719 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.1706719 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.1706719 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.170672}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99956125}, "timestamp": {"timestamp": 1684254939.170672}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.170672}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.170672}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.170672}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.11831545829772949 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.288726 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.28901 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.28901 +} +kpi_value { + floatVal: 0.999563396 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.28901 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.28901 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.28901 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.28901}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995634}, "timestamp": {"timestamp": 1684254939.28901}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.28901}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.28901}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.28901}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.01913905143737793 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.308102 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.308358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.308358 +} +kpi_value { + floatVal: 0.999565482 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.308358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.308358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.308358 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.308358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995655}, "timestamp": {"timestamp": 1684254939.308358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.308358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.308358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.308358}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06837701797485352 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:43006:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '43006', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.376657 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.377001 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.377001 +} +kpi_value { + floatVal: 0.999567568 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.377001 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.377001 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.377001 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.377001}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99956757}, "timestamp": {"timestamp": 1684254939.377001}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.377001}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.377001}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.377001}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020230770111083984 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:38', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42014:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42014', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254938.7794783, 1684254939.397039, 0.617560625076294, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62055:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62055", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45128:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45128", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45128:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45128", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0011172294616699219 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 22 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.506058 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.5063739 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.5063739 +} +kpi_value { + floatVal: 0.999569654 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.5063739 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.5063739 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.5063739 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.506374}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99956965}, "timestamp": {"timestamp": 1684254939.506374}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.506374}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.506374}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.506374}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020846843719482422 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.527065 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.5638161 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.5638161 +} +kpi_value { + floatVal: 0.999571681 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.5638161 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.5638161 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.5638161 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.563816}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995717}, "timestamp": {"timestamp": 1684254939.563816}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.563816}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.563816}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.563816}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05860304832458496 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.585836 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.586036 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.586036 +} +kpi_value { + floatVal: 0.999573708 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.586036 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.586036 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.586036 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.586036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995737}, "timestamp": {"timestamp": 1684254939.586036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.586036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.586036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.586036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02973651885986328 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62055:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62055', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.616039 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.6166179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.6166179 +} +kpi_value { + floatVal: 0.999575675 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.6166179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.6166179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.6166179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.616618}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995757}, "timestamp": {"timestamp": 1684254939.616618}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.616618}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.616618}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.616618}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05929994583129883 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:45128:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '45128', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.675625 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.67604 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.67604 +} +kpi_value { + floatVal: 0.999577641 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.67604 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.67604 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.67604 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.67604}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99957764}, "timestamp": {"timestamp": 1684254939.67604}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.67604}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.67604}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.67604}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025645732879638672 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:45128:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '45128', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.701437 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.701622 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.701622 +} +kpi_value { + floatVal: 0.999579608 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.701622 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.701622 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.701622 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.701622}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995796}, "timestamp": {"timestamp": 1684254939.701622}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.701622}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.701622}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.701622}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025713682174682617 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.727325 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.7275109 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.7275109 +} +kpi_value { + floatVal: 0.999581575 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.7275109 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.7275109 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.7275109 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.727511}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995816}, "timestamp": {"timestamp": 1684254939.727511}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.727511}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.727511}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.727511}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05999279022216797 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.787509 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.7877209 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.7877209 +} +kpi_value { + floatVal: 0.999573648 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.7877209 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.7877209 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.7877209 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.787721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99957365}, "timestamp": {"timestamp": 1684254939.787721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.787721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.787721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.787721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020751953125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.808628 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.80897 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.80897 +} +kpi_value { + floatVal: 0.999563932 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.80897 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.80897 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.80897 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.80897}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99956393}, "timestamp": {"timestamp": 1684254939.80897}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.80897}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.80897}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.80897}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.055261850357055664 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.864151 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.8644149 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.8644149 +} +kpi_value { + floatVal: 0.999554932 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.8644149 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.8644149 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.8644149 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.864415}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99955493}, "timestamp": {"timestamp": 1684254939.864415}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.864415}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.864415}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.864415}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02205204963684082 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254939.4009845, 1684254939.8865297, 0.48554515838623047, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55705:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55705", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55705:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55705", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0009539127349853516 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 23 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:39.990597 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254939.9910131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254939.9910131 +} +kpi_value { + floatVal: 0.999556959 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254939.9910131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254939.9910131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254939.9910131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.991013}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99955696}, "timestamp": {"timestamp": 1684254939.991013}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.991013}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.991013}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254939.991013}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.08641195297241211 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.077338 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.0778141 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.0778141 +} +kpi_value { + floatVal: 0.999559 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.0778141 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.0778141 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.0778141 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.077814}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999559}, "timestamp": {"timestamp": 1684254940.077814}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.077814}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.077814}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.077814}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02891230583190918 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.106552 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.1068749 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.1068749 +} +kpi_value { + floatVal: 0.999560952 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.1068749 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.1068749 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.1068749 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.106875}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99956095}, "timestamp": {"timestamp": 1684254940.106875}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.106875}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.106875}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.106875}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.08359861373901367 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.190497 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.1909111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.1909111 +} +kpi_value { + floatVal: 0.999562919 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.1909111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.1909111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.1909111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.190911}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995629}, "timestamp": {"timestamp": 1684254940.190911}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.190911}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.190911}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.190911}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023617267608642578 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:55705:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '55705', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.214442 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.214848 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.214848 +} +kpi_value { + floatVal: 0.999564886 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.214848 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.214848 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.214848 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.214848}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995649}, "timestamp": {"timestamp": 1684254940.214848}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.214848}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.214848}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.214848}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.07787179946899414 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.292500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.292748 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.292748 +} +kpi_value { + floatVal: 0.999566793 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.292748 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.292748 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.292748 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.292748}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995668}, "timestamp": {"timestamp": 1684254940.292748}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.292748}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.292748}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.292748}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022695064544677734 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:55705:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '55705', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.315430 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.3156991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.3156991 +} +kpi_value { + floatVal: 0.99956876 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.3156991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.3156991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.3156991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.315699}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99956876}, "timestamp": {"timestamp": 1684254940.315699}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.315699}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.315699}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.315699}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05353546142578125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.369140 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.3693991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.3693991 +} +kpi_value { + floatVal: 0.999570668 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.3693991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.3693991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.3693991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.369399}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99957067}, "timestamp": {"timestamp": 1684254940.369399}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.369399}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.369399}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.369399}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023145198822021484 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.392570 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.39293 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.39293 +} +kpi_value { + floatVal: 0.999572515 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.39293 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.39293 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.39293 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.39293}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995725}, "timestamp": {"timestamp": 1684254940.39293}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.39293}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.39293}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.39293}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02545166015625 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.418267 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.4186251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.4186251 +} +kpi_value { + floatVal: 0.999574363 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.4186251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.4186251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.4186251 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.418625}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99957436}, "timestamp": {"timestamp": 1684254940.418625}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.418625}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.418625}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.418625}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06316637992858887 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:39', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:col_values: [1684254939.8927274, 1684254940.4815898, 0.588862419128418, 10] +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 1 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13309:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13309", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 2 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 3 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 4 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 5 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 6 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 530.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 7 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 893.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 8 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 893.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1684255000.0, "time_start": 1684255000.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 893.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:active_requests length: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:BATCH_SIZE: 10 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:True +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(self.active_requests): <class 'list'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:type(BATCH_SIZE): <class 'int'> +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Performing inference... 2c346450-ae87-4be2-af31-60edcb37f70d +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0011806488037109375 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 24 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.573986 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.5741711 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.5741711 +} +kpi_value { + floatVal: 0.999576211 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.5741711 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.5741711 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.5741711 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.574171}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9995762}, "timestamp": {"timestamp": 1684254940.574171}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.574171}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.574171}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.574171}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.10976982116699219 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '16/05/2023 16:35:40', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13309:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13309', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1684254976.0, 'time_end': 1684254976.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-16 16:35:40.684092 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-16 16:35:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-16 16:36:26.614648 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1684254940.684516 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1684254940.684516 +} +kpi_value { + floatVal: 0.999578059 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1684254940.684516 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1684254940.684516 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1684254940.684516 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1684254940.684516}} diff --git a/cad_log.txt b/cad_log.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c87513c320f682697d3c0bde08e180330d928ff --- /dev/null +++ b/cad_log.txt @@ -0,0 +1,3528 @@ +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 9186.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 9186.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007914304733276367 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3186.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 27.0}, {"feature": 25.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3186.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3186.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 27.0}, {"feature": 25.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3186.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0041124820709228516 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 27.0}, {"feature": 25.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 26.0}, {"feature": 26.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3209.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 28.0}, {"feature": 26.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 26.0}, {"feature": 26.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3209.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 27.0}, {"feature": 25.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 26.0}, {"feature": 26.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3209.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 28.0}, {"feature": 26.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 26.0}, {"feature": 26.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3209.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008877277374267578 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 28.0}, {"feature": 26.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 28.0}, {"feature": 26.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003721475601196289 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42334:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42334", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2796.0}, {"feature": 10.0}, {"feature": 13980.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42334:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42334", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2796.0}, {"feature": 10.0}, {"feature": 13980.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008495807647705078 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 29.0}, {"feature": 27.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 30.0}, {"feature": 28.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 3055.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1043.0}, {"feature": 5.0}, {"feature": 1175.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 30.0}, {"feature": 28.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 3055.0}, {"feature": 28.0}, {"feature": 28.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 29.0}, {"feature": 27.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 30.0}, {"feature": 28.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 3055.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1043.0}, {"feature": 5.0}, {"feature": 1175.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 30.0}, {"feature": 28.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 3055.0}, {"feature": 28.0}, {"feature": 28.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.01043844223022461 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 31.0}, {"feature": 29.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 28.0}, {"feature": 28.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 31.0}, {"feature": 29.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 29.0}, {"feature": 29.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 32.0}, {"feature": 30.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 29.0}, {"feature": 29.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1734.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 31.0}, {"feature": 29.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 28.0}, {"feature": 28.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 31.0}, {"feature": 29.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 29.0}, {"feature": 29.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 32.0}, {"feature": 30.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 29.0}, {"feature": 29.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1734.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007170438766479492 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 32.0}, {"feature": 30.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 33.0}, {"feature": 31.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2081.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 34.0}, {"feature": 32.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 32.0}, {"feature": 30.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 33.0}, {"feature": 31.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2081.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 34.0}, {"feature": 32.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009394168853759766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2081.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2485.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2081.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2485.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0046350955963134766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009555578231811523 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005156755447387695 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009285449981689453 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11982.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 13380.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11982.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 13380.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0051424503326416016 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14778.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14778.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.011016368865966797 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008122920989990234 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 16176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 16176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.011306524276733398 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00876760482788086 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005987405776977539 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005623340606689453 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17574.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17574.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006258249282836914 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.017429113388061523 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.019259214401245117 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1899.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42336:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42336", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1899.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42336:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42336", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00704503059387207 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006845235824584961 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005167722702026367 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0067331790924072266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1017.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1017.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007596015930175781 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004140377044677734 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18972.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18972.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004614353179931641 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003713846206665039 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0036163330078125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0037424564361572266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006406307220458984 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003964900970458984 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00554203987121582 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006535530090332031 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0046427249908447266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008276939392089844 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 860.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 860.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 860.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 860.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006915092468261719 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003919124603271484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003903627395629883 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.015058755874633789 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004925251007080078 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006072044372558594 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 1043.0}, {"feature": 4.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 1043.0}, {"feature": 4.0}, {"feature": 1043.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 1043.0}, {"feature": 4.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 1043.0}, {"feature": 4.0}, {"feature": 1043.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00604701042175293 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1937.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1937.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 5.0}, {"feature": 1366.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1937.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1937.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 5.0}, {"feature": 1366.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007023811340332031 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004980325698852539 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1716.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1716.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008051395416259766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005796909332275391 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 1861.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 1861.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 1861.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 1861.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007168769836425781 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004908323287963867 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1057.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1057.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007768154144287109 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004047393798828125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006018877029418945 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003773212432861328 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005770683288574219 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003790616989135742 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2139.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2139.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00421452522277832 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004886627197265625 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 24.0}, {"feature": 20.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 24.0}, {"feature": 20.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0040471553802490234 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1649.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1649.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038187503814697266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00640416145324707 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003848552703857422 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 854.0}, {"feature": 3.0}, {"feature": 854.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 854.0}, {"feature": 3.0}, {"feature": 854.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008787870407104492 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 854.0}, {"feature": 3.0}, {"feature": 854.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 551.0}, {"feature": 3.0}, {"feature": 551.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 854.0}, {"feature": 3.0}, {"feature": 854.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 551.0}, {"feature": 3.0}, {"feature": 551.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004228353500366211 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.015244245529174805 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0037834644317626953 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006031036376953125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 966.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2080.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2080.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 966.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2080.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2080.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005249977111816406 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004931926727294922 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0057413578033447266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1306.0}, {"feature": 8.0}, {"feature": 1801.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1306.0}, {"feature": 9.0}, {"feature": 1824.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1306.0}, {"feature": 8.0}, {"feature": 1801.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1306.0}, {"feature": 9.0}, {"feature": 1824.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004660129547119141 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1306.0}, {"feature": 9.0}, {"feature": 1824.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]}, {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 53.0}, {"feature": 52.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1306.0}, {"feature": 9.0}, {"feature": 1824.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 53.0}, {"feature": 52.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007775545120239258 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 12115.0}, {"feature": 38.0}, {"feature": 12115.0}]}, {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 12115.0}, {"feature": 38.0}, {"feature": 12115.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 12115.0}, {"feature": 38.0}, {"feature": 12115.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 12115.0}, {"feature": 38.0}, {"feature": 12115.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004624128341674805 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 530.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1389.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1389.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 530.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1389.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1389.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0042154788970947266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 1361.0}, {"feature": 5.0}, {"feature": 1361.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 1361.0}, {"feature": 5.0}, {"feature": 1361.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004736423492431641 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1361.0}, {"feature": 6.0}, {"feature": 1745.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 664.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1361.0}, {"feature": 6.0}, {"feature": 1745.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 664.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004665851593017578 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005218505859375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 664.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 664.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004305601119995117 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00496220588684082 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0043070316314697266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0041315555572509766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003893613815307617 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007837057113647461 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005110979080200195 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 1053.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 1053.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008416414260864258 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 1442.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 1442.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0052831172943115234 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0074155330657958984 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004655361175537109 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 14972.0}, {"feature": 38.0}, {"feature": 14972.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 14972.0}, {"feature": 38.0}, {"feature": 14972.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1384.0}, {"feature": 8.0}, {"feature": 2152.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 14972.0}, {"feature": 38.0}, {"feature": 14972.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 14972.0}, {"feature": 38.0}, {"feature": 14972.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1384.0}, {"feature": 8.0}, {"feature": 2152.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007492780685424805 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 43.0}, {"feature": 43.0}, {"feature": 15073.0}, {"feature": 39.0}, {"feature": 15073.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 53.0}, {"feature": 52.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 43.0}, {"feature": 43.0}, {"feature": 15073.0}, {"feature": 39.0}, {"feature": 15073.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 43.0}, {"feature": 43.0}, {"feature": 15073.0}, {"feature": 39.0}, {"feature": 15073.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 53.0}, {"feature": 52.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 43.0}, {"feature": 43.0}, {"feature": 15073.0}, {"feature": 39.0}, {"feature": 15073.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006403207778930664 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 795.0}, {"feature": 3.0}, {"feature": 795.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 795.0}, {"feature": 3.0}, {"feature": 795.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005998134613037109 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 795.0}, {"feature": 4.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 795.0}, {"feature": 4.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0066375732421875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 795.0}, {"feature": 4.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 795.0}, {"feature": 4.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003743410110473633 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0049457550048828125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 54.0}, {"feature": 53.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 54.0}, {"feature": 53.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005002021789550781 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 54.0}, {"feature": 53.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 13556.0}, {"feature": 38.0}, {"feature": 13556.0}]}, {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 55.0}, {"feature": 54.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 13556.0}, {"feature": 38.0}, {"feature": 13556.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1317.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 54.0}, {"feature": 53.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 13556.0}, {"feature": 38.0}, {"feature": 13556.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056500.0}, "features": [{"feature": 55.0}, {"feature": 54.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 13556.0}, {"feature": 38.0}, {"feature": 13556.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1317.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005903959274291992 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1317.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1317.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006609916687011719 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.010795831680297852 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00820159912109375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1483.0}, {"feature": 8.0}, {"feature": 2037.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1483.0}, {"feature": 8.0}, {"feature": 2037.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.011039257049560547 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1483.0}, {"feature": 8.0}, {"feature": 2037.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1661.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1661.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1483.0}, {"feature": 8.0}, {"feature": 2037.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1661.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1661.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0063114166259765625 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008222818374633789 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007409334182739258 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003911495208740234 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1255.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1607.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1255.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1607.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0034821033477783203 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 465.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 465.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038852691650390625 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 465.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 465.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0044710636138916016 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003788471221923828 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00554203987121582 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006593227386474609 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005538225173950195 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003650665283203125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1376.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1376.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1376.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1376.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005670070648193359 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0035490989685058594 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 995.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 995.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 995.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 995.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0058002471923828125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006087779998779297 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1358.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1358.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038340091705322266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1358.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1358.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0070989131927490234 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1457.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1854.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1457.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1854.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004858970642089844 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0044176578521728516 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1516.0}, {"feature": 8.0}, {"feature": 2079.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1516.0}, {"feature": 8.0}, {"feature": 2079.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004905223846435547 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1516.0}, {"feature": 9.0}, {"feature": 2437.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1516.0}, {"feature": 9.0}, {"feature": 2437.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3199.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3199.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1516.0}, {"feature": 9.0}, {"feature": 2437.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1516.0}, {"feature": 9.0}, {"feature": 2437.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3199.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3199.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006456136703491211 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1361.0}, {"feature": 12.0}, {"feature": 2604.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1361.0}, {"feature": 12.0}, {"feature": 2604.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004491090774536133 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004950284957885742 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0045833587646484375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004247188568115234 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0048716068267822266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 4.0}, {"feature": 925.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 4.0}, {"feature": 925.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0045909881591796875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 4.0}, {"feature": 925.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 4.0}, {"feature": 925.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00647425651550293 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006310939788818359 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 764.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 764.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007102489471435547 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2353.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2353.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2353.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2353.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00597691535949707 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00654911994934082 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 532.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 532.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008178234100341797 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 2698.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 2698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2219.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 2698.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 2698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2219.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.012605667114257812 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2219.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 532.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2219.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 532.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009624242782592773 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1452.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1452.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0063440799713134766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006091594696044922 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 2796.0}, {"feature": 1.0}, {"feature": 2796.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 2796.0}, {"feature": 1.0}, {"feature": 2796.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004527091979980469 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1452.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1800.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1452.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1800.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005255699157714844 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1828.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1828.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00416254997253418 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 916.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1800.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 22.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 916.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1800.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 22.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004724740982055664 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1884.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1884.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 24.0}, {"feature": 23.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1884.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1884.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 24.0}, {"feature": 23.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0046844482421875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 2247.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:35413:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "35413", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 25.0}, {"feature": 24.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1277.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 2247.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:35413:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "35413", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 25.0}, {"feature": 24.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1277.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003545522689819336 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1457.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2608.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1457.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2608.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004334211349487305 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:35413:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "35413", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 5.0}, {"feature": 1712.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 5.0}, {"feature": 1712.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2608.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 2247.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:35413:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "35413", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 5.0}, {"feature": 1712.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 5.0}, {"feature": 1712.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2608.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 2247.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683056600.0, "time_start": 1683056600.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0036449432373046875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} diff --git a/cad_logs_2.txt b/cad_logs_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..81e10f8093833605fa196a9115b52c30de413701 --- /dev/null +++ b/cad_logs_2.txt @@ -0,0 +1,5088 @@ +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49558:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49558", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1402.0}, {"feature": 10.0}, {"feature": 3022.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2022.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:19918:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "19918", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1273.0}, {"feature": 12.0}, {"feature": 2046.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49558:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49558", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1402.0}, {"feature": 10.0}, {"feature": 3022.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2022.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:19918:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "19918", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1273.0}, {"feature": 12.0}, {"feature": 2046.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0042650699615478516 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1899.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 852.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:19918:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "19918", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 22.0}, {"feature": 1273.0}, {"feature": 12.0}, {"feature": 2046.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 2321.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 852.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2452.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 2321.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1899.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 852.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:19918:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "19918", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 22.0}, {"feature": 1273.0}, {"feature": 12.0}, {"feature": 2046.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 2321.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 852.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2452.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 2321.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0037174224853515625 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 21.0}, {"feature": 1483.0}, {"feature": 12.0}, {"feature": 2261.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 852.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 852.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 21.0}, {"feature": 1483.0}, {"feature": 12.0}, {"feature": 2261.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 852.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 852.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004037380218505859 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42330:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42330", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42330:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42330", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2452.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42330:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42330", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42330:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42330", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 1997.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2452.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004023551940917969 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 21.0}, {"feature": 1483.0}, {"feature": 12.0}, {"feature": 2261.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2882.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:19918:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "19918", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 22.0}, {"feature": 1273.0}, {"feature": 12.0}, {"feature": 2046.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 22.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 21.0}, {"feature": 1483.0}, {"feature": 12.0}, {"feature": 2261.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2882.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:19918:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "19918", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 22.0}, {"feature": 1273.0}, {"feature": 12.0}, {"feature": 2046.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 22.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003889799118041992 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:19918:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "19918", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 23.0}, {"feature": 1273.0}, {"feature": 12.0}, {"feature": 2046.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6162:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6162", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 21.0}, {"feature": 1408.0}, {"feature": 11.0}, {"feature": 2424.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6162:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6162", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 22.0}, {"feature": 1408.0}, {"feature": 11.0}, {"feature": 2424.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2882.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:46340:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1667.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:19918:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "19918", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1273.0}, {"feature": 12.0}, {"feature": 2046.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2882.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:19918:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "19918", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 23.0}, {"feature": 1273.0}, {"feature": 12.0}, {"feature": 2046.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6162:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6162", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 21.0}, {"feature": 1408.0}, {"feature": 11.0}, {"feature": 2424.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6162:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6162", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 22.0}, {"feature": 1408.0}, {"feature": 11.0}, {"feature": 2424.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2882.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46340:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1667.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:19918:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "19918", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1273.0}, {"feature": 12.0}, {"feature": 2046.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2882.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004523754119873047 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 22.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2905.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2905.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:46340:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1667.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 22.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 22.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2905.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2905.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46340:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1667.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 22.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004477262496948242 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 2796.0}, {"feature": 2.0}, {"feature": 2796.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 5991.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 2796.0}, {"feature": 2.0}, {"feature": 2796.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004221200942993164 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007261514663696289 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30978:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30978", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42332:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42332", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:23682:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "23682", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30978:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30978", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42332:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42332", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003916025161743164 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42332:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42332", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30978:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30978", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42332:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42332", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30978:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30978", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006448268890380859 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0041272640228271484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18742:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18742", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2928.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004041433334350586 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30978:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30978", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:5933:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "5933", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30978:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30978", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30978:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30978", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 22.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1363:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1363", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2073.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30978:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30978", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:5933:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "5933", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30978:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30978", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30978:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30978", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 22.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1363:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1363", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2073.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0043261051177978516 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:21576:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21576", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 8.0}, {"feature": 2032.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1363:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1363", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2073.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 22.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:5933:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "5933", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21576:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21576", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 8.0}, {"feature": 2032.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1363:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1363", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2073.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 22.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:5933:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "5933", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008602142333984375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42316:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42316", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 27.0}, {"feature": 23.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42316:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42316", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 27.0}, {"feature": 23.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004984617233276367 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21576:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21576", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1306.0}, {"feature": 8.0}, {"feature": 2032.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43140:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43140", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2391.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43140:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43140", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2391.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2357.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21576:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21576", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1306.0}, {"feature": 8.0}, {"feature": 2032.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43140:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43140", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2391.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43140:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43140", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2391.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2357.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006325244903564453 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:5933:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "5933", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 24.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43140:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43140", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2391.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2357.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:5933:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "5933", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43140:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43140", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2391.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2357.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43140:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43140", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2391.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:5933:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "5933", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 24.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43140:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43140", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2391.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2357.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:5933:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "5933", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43140:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43140", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2391.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2357.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43140:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43140", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2391.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004519939422607422 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2357.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42326:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42326", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2357.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:5933:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "5933", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2357.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42326:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42326", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43635:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43635", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2357.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:5933:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "5933", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005529165267944336 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42334:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42334", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2796.0}, {"feature": 10.0}, {"feature": 13980.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42334:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42334", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2796.0}, {"feature": 10.0}, {"feature": 13980.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42334:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42334", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2796.0}, {"feature": 10.0}, {"feature": 13980.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42334:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42334", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2796.0}, {"feature": 10.0}, {"feature": 13980.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007724285125732422 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 17175.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004362821578979492 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 562.0}, {"feature": 5.0}, {"feature": 1057.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 562.0}, {"feature": 5.0}, {"feature": 1057.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005823373794555664 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 562.0}, {"feature": 5.0}, {"feature": 1057.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 562.0}, {"feature": 5.0}, {"feature": 1057.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:59001:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "59001", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00416254997253418 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004649639129638672 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 7.0}, {"feature": 1630.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 7.0}, {"feature": 1630.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004602909088134766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 7.0}, {"feature": 1630.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42328:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42328", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 7.0}, {"feature": 1630.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42328:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42328", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006314754486083984 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005947113037109375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21323:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21323", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0049250125885009766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4194.0}, {"feature": 1.0}, {"feature": 4194.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4194.0}, {"feature": 1.0}, {"feature": 4194.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0037751197814941406 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003950595855712891 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 7.0}, {"feature": 1630.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1082.0}, {"feature": 5.0}, {"feature": 1414.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 7.0}, {"feature": 1630.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1082.0}, {"feature": 5.0}, {"feature": 1414.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004230499267578125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 977.0}, {"feature": 7.0}, {"feature": 1630.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 977.0}, {"feature": 7.0}, {"feature": 1630.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004912614822387695 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038988590240478516 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1082.0}, {"feature": 5.0}, {"feature": 1414.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1082.0}, {"feature": 5.0}, {"feature": 1414.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005960702896118164 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003922939300537109 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 2796.0}, {"feature": 1.0}, {"feature": 2796.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 2796.0}, {"feature": 1.0}, {"feature": 2796.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006911516189575195 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005450010299682617 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 39.0}, {"feature": 39.0}, {"feature": 13014.0}, {"feature": 36.0}, {"feature": 13014.0}]}, {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 39.0}, {"feature": 39.0}, {"feature": 13014.0}, {"feature": 36.0}, {"feature": 13014.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 50.0}, {"feature": 49.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 11695.0}, {"feature": 37.0}, {"feature": 11695.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 39.0}, {"feature": 39.0}, {"feature": 13014.0}, {"feature": 36.0}, {"feature": 13014.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 39.0}, {"feature": 39.0}, {"feature": 13014.0}, {"feature": 36.0}, {"feature": 13014.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1322.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 50.0}, {"feature": 49.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 11695.0}, {"feature": 37.0}, {"feature": 11695.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004244327545166016 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 11695.0}, {"feature": 37.0}, {"feature": 11695.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42336:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42336", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42336:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42336", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2014.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2014.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 11695.0}, {"feature": 37.0}, {"feature": 11695.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42336:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42336", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42336:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42336", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2014.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2014.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004067897796630859 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 9.0}, {"feature": 2398.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 9.0}, {"feature": 2398.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 9.0}, {"feature": 2398.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 9.0}, {"feature": 2398.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003948211669921875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1669.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1669.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0055217742919921875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004395246505737305 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1669.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 22767.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1669.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004013538360595703 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 925.0}, {"feature": 7.0}, {"feature": 1783.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009720802307128906 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 22.0}, {"feature": 1244.0}, {"feature": 11.0}, {"feature": 2342.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 22.0}, {"feature": 1244.0}, {"feature": 11.0}, {"feature": 2342.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004647970199584961 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 23.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 2687.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 23.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 2687.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009784936904907227 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 23.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 2687.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 23.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 2687.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 23.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 2687.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 23.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 2687.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005417346954345703 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1654.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006847381591796875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42330:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42330", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42330:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42330", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2756.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.010934591293334961 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 2039.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 2039.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:7720:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "7720", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1617.0}, {"feature": 7.0}, {"feature": 2006.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 2098.0}, {"feature": 11.0}, {"feature": 4451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 2039.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 2039.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006647825241088867 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003751039505004883 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007627010345458984 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1035.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1035.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1035.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1035.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008412599563598633 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1283.0}, {"feature": 8.0}, {"feature": 2141.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1283.0}, {"feature": 8.0}, {"feature": 2141.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1283.0}, {"feature": 8.0}, {"feature": 2141.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1283.0}, {"feature": 8.0}, {"feature": 2141.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006439685821533203 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 27.0}, {"feature": 23.0}, {"feature": 1408.0}, {"feature": 10.0}, {"feature": 2461.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3066.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 24.0}, {"feature": 1408.0}, {"feature": 10.0}, {"feature": 2461.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3066.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 24.0}, {"feature": 1408.0}, {"feature": 10.0}, {"feature": 2461.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3066.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 49.0}, {"feature": 48.0}, {"feature": 3061.0}, {"feature": 11.0}, {"feature": 3061.0}, {"feature": 38.0}, {"feature": 38.0}, {"feature": 14074.0}, {"feature": 36.0}, {"feature": 14074.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 29.0}, {"feature": 25.0}, {"feature": 1408.0}, {"feature": 10.0}, {"feature": 2461.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3066.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 49.0}, {"feature": 48.0}, {"feature": 3061.0}, {"feature": 11.0}, {"feature": 3061.0}, {"feature": 39.0}, {"feature": 39.0}, {"feature": 14074.0}, {"feature": 36.0}, {"feature": 14074.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 27.0}, {"feature": 23.0}, {"feature": 1408.0}, {"feature": 10.0}, {"feature": 2461.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3066.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 24.0}, {"feature": 1408.0}, {"feature": 10.0}, {"feature": 2461.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3066.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 24.0}, {"feature": 1408.0}, {"feature": 10.0}, {"feature": 2461.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3066.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 49.0}, {"feature": 48.0}, {"feature": 3061.0}, {"feature": 11.0}, {"feature": 3061.0}, {"feature": 38.0}, {"feature": 38.0}, {"feature": 14074.0}, {"feature": 36.0}, {"feature": 14074.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 29.0}, {"feature": 25.0}, {"feature": 1408.0}, {"feature": 10.0}, {"feature": 2461.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3066.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 49.0}, {"feature": 48.0}, {"feature": 3061.0}, {"feature": 11.0}, {"feature": 3061.0}, {"feature": 39.0}, {"feature": 39.0}, {"feature": 14074.0}, {"feature": 36.0}, {"feature": 14074.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004401445388793945 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 49.0}, {"feature": 48.0}, {"feature": 3061.0}, {"feature": 11.0}, {"feature": 3061.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 50.0}, {"feature": 49.0}, {"feature": 3061.0}, {"feature": 11.0}, {"feature": 3061.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 49.0}, {"feature": 48.0}, {"feature": 3061.0}, {"feature": 11.0}, {"feature": 3061.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 50.0}, {"feature": 49.0}, {"feature": 3061.0}, {"feature": 11.0}, {"feature": 3061.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038466453552246094 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42332:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42332", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42332:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42332", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 723.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0039598941802978516 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038614273071289062 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1387.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003998517990112305 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009288311004638672 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0034377574920654297 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4992.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4992.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4992.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4992.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005391597747802734 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 6390.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 6390.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038535594940185547 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 24.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7788.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 24.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7788.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005839347839355469 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 29.0}, {"feature": 25.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1283.0}, {"feature": 8.0}, {"feature": 2141.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1283.0}, {"feature": 8.0}, {"feature": 2141.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:4372:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "4372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 29.0}, {"feature": 25.0}, {"feature": 1483.0}, {"feature": 13.0}, {"feature": 2284.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1283.0}, {"feature": 8.0}, {"feature": 2141.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60070:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60070", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1283.0}, {"feature": 8.0}, {"feature": 2141.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004071950912475586 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 9186.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:30547:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "30547", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1273.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 9186.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004560232162475586 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3186.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 27.0}, {"feature": 25.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3186.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3186.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 27.0}, {"feature": 25.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3186.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003529787063598633 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 27.0}, {"feature": 25.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 26.0}, {"feature": 26.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3209.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 26.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 26.0}, {"feature": 26.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3209.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:37289:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "37289", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2046.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 27.0}, {"feature": 25.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 26.0}, {"feature": 26.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3209.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 26.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 26.0}, {"feature": 26.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3209.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0040972232818603516 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 26.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 28.0}, {"feature": 26.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26574:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26574", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:63188:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "63188", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003888845443725586 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42334:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42334", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2796.0}, {"feature": 10.0}, {"feature": 13980.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42334:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42334", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2796.0}, {"feature": 10.0}, {"feature": 13980.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004191160202026367 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 29.0}, {"feature": 27.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 30.0}, {"feature": 28.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 3055.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1043.0}, {"feature": 5.0}, {"feature": 1175.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 30.0}, {"feature": 28.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 3055.0}, {"feature": 28.0}, {"feature": 28.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 29.0}, {"feature": 27.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 3032.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 30.0}, {"feature": 28.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 3055.0}, {"feature": 27.0}, {"feature": 27.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1043.0}, {"feature": 5.0}, {"feature": 1175.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 30.0}, {"feature": 28.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 3055.0}, {"feature": 28.0}, {"feature": 28.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0037620067596435547 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 31.0}, {"feature": 29.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 28.0}, {"feature": 28.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 31.0}, {"feature": 29.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 29.0}, {"feature": 29.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 32.0}, {"feature": 30.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 29.0}, {"feature": 29.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1734.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 31.0}, {"feature": 29.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 28.0}, {"feature": 28.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 31.0}, {"feature": 29.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 29.0}, {"feature": 29.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43341:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43341", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1361.0}, {"feature": 10.0}, {"feature": 2782.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 32.0}, {"feature": 30.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 29.0}, {"feature": 29.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1734.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004113912582397461 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 32.0}, {"feature": 30.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 33.0}, {"feature": 31.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2081.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 34.0}, {"feature": 32.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 32.0}, {"feature": 30.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 33.0}, {"feature": 31.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2081.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:12353:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "12353", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 34.0}, {"feature": 32.0}, {"feature": 1267.0}, {"feature": 15.0}, {"feature": 3078.0}, {"feature": 30.0}, {"feature": 30.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 3232.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0040454864501953125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2081.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2485.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2081.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1048.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2485.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004000425338745117 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038225650787353516 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004076957702636719 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004067420959472656 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11982.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 13380.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10584.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11982.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42528:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42528", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2428.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 13380.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0063076019287109375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14778.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14778.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0051343441009521484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0052182674407958984 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 16176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 1698.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 16176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038297176361083984 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:31530:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "31530", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2508.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005475521087646484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008491754531860352 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005212545394897461 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17574.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60932:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60932", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1384.0}, {"feature": 6.0}, {"feature": 1384.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2339.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17574.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004780292510986328 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 681.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00653386116027832 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004773855209350586 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1899.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42336:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42336", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1899.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1787.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42336:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42336", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038874149322509766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 528.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:40805:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "40805", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1402.0}, {"feature": 6.0}, {"feature": 1734.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00981903076171875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:60217:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "60217", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1922.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009712696075439453 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008870840072631836 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1017.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1017.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009598493576049805 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11856:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11856", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1169.0}, {"feature": 9.0}, {"feature": 2018.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.01044607162475586 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18972.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18972.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005944013595581055 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008115768432617188 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007887601852416992 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 1373.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008476734161376953 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.01589822769165039 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.012417078018188477 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.01021432876586914 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.013192415237426758 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009180784225463867 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 595.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00912785530090332 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 860.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 860.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 860.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 860.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.012587547302246094 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1693.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008049488067626953 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.010065317153930664 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 3.0}, {"feature": 621.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 3.0}, {"feature": 524.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004797458648681641 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003557920455932617 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004553556442260742 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 1043.0}, {"feature": 4.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 1043.0}, {"feature": 4.0}, {"feature": 1043.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:38821:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "38821", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 1043.0}, {"feature": 4.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 1043.0}, {"feature": 4.0}, {"feature": 1043.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00439763069152832 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1937.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1937.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 5.0}, {"feature": 1366.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1937.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1937.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 5.0}, {"feature": 1366.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004910469055175781 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038552284240722656 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1716.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42338:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42338", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1716.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038671493530273438 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2179.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004295825958251953 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 1861.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 1861.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 621.0}, {"feature": 7.0}, {"feature": 1439.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 1861.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6440:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6440", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1043.0}, {"feature": 8.0}, {"feature": 1861.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004220008850097656 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 694.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0069217681884765625 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1057.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22688:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22688", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 2202.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1057.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004400968551635742 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00537109375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004065990447998047 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1257.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00689387321472168 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 3.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 977.0}, {"feature": 6.0}, {"feature": 1755.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0047206878662109375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.016931772232055664 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2139.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2139.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45299:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45299", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1960.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42340:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42340", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004408836364746094 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0048329830169677734 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 20.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1361.0}, {"feature": 8.0}, {"feature": 2523.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2321:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2321", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 20.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2546.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004731893539428711 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1649.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1649.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006232261657714844 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 6.0}, {"feature": 1420.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 20370.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004847288131713867 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004473447799682617 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 854.0}, {"feature": 3.0}, {"feature": 854.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 854.0}, {"feature": 3.0}, {"feature": 854.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005057096481323242 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 854.0}, {"feature": 3.0}, {"feature": 854.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 551.0}, {"feature": 3.0}, {"feature": 551.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 854.0}, {"feature": 3.0}, {"feature": 854.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 551.0}, {"feature": 3.0}, {"feature": 551.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004672050476074219 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1460.0}, {"feature": 5.0}, {"feature": 1460.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004703998565673828 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 854.0}, {"feature": 4.0}, {"feature": 1276.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1276.0}, {"feature": 5.0}, {"feature": 1698.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004745006561279297 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0041239261627197266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 966.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2080.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2080.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 966.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2080.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2080.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004996776580810547 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 977.0}, {"feature": 4.0}, {"feature": 977.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1276.0}, {"feature": 6.0}, {"feature": 2120.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003836393356323242 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00437617301940918 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1306.0}, {"feature": 8.0}, {"feature": 1801.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1306.0}, {"feature": 9.0}, {"feature": 1824.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1283.0}, {"feature": 7.0}, {"feature": 1778.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1306.0}, {"feature": 8.0}, {"feature": 1801.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1306.0}, {"feature": 9.0}, {"feature": 1824.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0041120052337646484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1306.0}, {"feature": 9.0}, {"feature": 1824.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]}, {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 53.0}, {"feature": 52.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26270:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26270", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1192.0}, {"feature": 10.0}, {"feature": 1739.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 618.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1306.0}, {"feature": 9.0}, {"feature": 1824.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 53.0}, {"feature": 52.0}, {"feature": 3719.0}, {"feature": 14.0}, {"feature": 3719.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004770517349243164 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 12115.0}, {"feature": 38.0}, {"feature": 12115.0}]}, {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 12115.0}, {"feature": 38.0}, {"feature": 12115.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 12115.0}, {"feature": 38.0}, {"feature": 12115.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.5:38696:94.23.247.226:80", "ip_d": "94.23.247.226", "ip_o": "10.100.200.5", "port_d": "80", "port_o": "38696", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 2962.0}, {"feature": 12.0}, {"feature": 2962.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 12115.0}, {"feature": 38.0}, {"feature": 12115.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0050165653228759766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 530.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1389.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1389.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 992.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 463.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 530.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1389.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1389.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004659891128540039 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 1361.0}, {"feature": 5.0}, {"feature": 1361.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 597.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 1361.0}, {"feature": 5.0}, {"feature": 1361.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 1786.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0051250457763671875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1361.0}, {"feature": 6.0}, {"feature": 1745.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 664.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1645.0}, {"feature": 6.0}, {"feature": 2515.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1361.0}, {"feature": 6.0}, {"feature": 1745.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 664.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004981040954589844 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0050656795501708984 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 664.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 664.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005620718002319336 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 903.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1483.0}, {"feature": 6.0}, {"feature": 1483.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 2183.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005095958709716797 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008684396743774414 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 2075.0}, {"feature": 7.0}, {"feature": 2945.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2075.0}, {"feature": 8.0}, {"feature": 3375.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42342:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42342", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007959127426147461 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44634:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44634", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1483.0}, {"feature": 7.0}, {"feature": 1506.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 9.0}, {"feature": 3398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007199525833129883 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13647:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13647", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1693.0}, {"feature": 7.0}, {"feature": 2537.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2098.0}, {"feature": 10.0}, {"feature": 3421.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1589.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0048999786376953125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:16565:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "16565", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004885435104370117 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 1053.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 1053.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 15.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005109310150146484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 1442.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 1442.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 16.0}, {"feature": 1361.0}, {"feature": 7.0}, {"feature": 2129.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004626750946044922 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1316.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 3.0}, {"feature": 596.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005079984664916992 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2603.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0045740604400634766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 14972.0}, {"feature": 38.0}, {"feature": 14972.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 14972.0}, {"feature": 38.0}, {"feature": 14972.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1384.0}, {"feature": 8.0}, {"feature": 2152.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 14523.0}, {"feature": 37.0}, {"feature": 14523.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 51.0}, {"feature": 50.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 14972.0}, {"feature": 38.0}, {"feature": 14972.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 42.0}, {"feature": 42.0}, {"feature": 14972.0}, {"feature": 38.0}, {"feature": 14972.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 17.0}, {"feature": 1384.0}, {"feature": 8.0}, {"feature": 2152.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004397153854370117 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 43.0}, {"feature": 43.0}, {"feature": 15073.0}, {"feature": 39.0}, {"feature": 15073.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 53.0}, {"feature": 52.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 43.0}, {"feature": 43.0}, {"feature": 15073.0}, {"feature": 39.0}, {"feature": 15073.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 52.0}, {"feature": 51.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 43.0}, {"feature": 43.0}, {"feature": 15073.0}, {"feature": 39.0}, {"feature": 15073.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:35054:94.23.23.52:443", "ip_d": "94.23.23.52", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "35054", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 53.0}, {"feature": 52.0}, {"feature": 3193.0}, {"feature": 12.0}, {"feature": 3193.0}, {"feature": 43.0}, {"feature": 43.0}, {"feature": 15073.0}, {"feature": 39.0}, {"feature": 15073.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52124:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52124", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1306.0}, {"feature": 10.0}, {"feature": 1847.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21776:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21776", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1431.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0055561065673828125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 795.0}, {"feature": 3.0}, {"feature": 795.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 795.0}, {"feature": 3.0}, {"feature": 795.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 970.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42344:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42344", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005017995834350586 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 795.0}, {"feature": 4.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 4.0}, {"feature": 849.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 795.0}, {"feature": 4.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1592.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005542755126953125 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 795.0}, {"feature": 4.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 300.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 795.0}, {"feature": 4.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 588.0}, {"feature": 10.0}, {"feature": 1831.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008234500885009766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0051157474517822266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 54.0}, {"feature": 53.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 54.0}, {"feature": 53.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 40.0}, {"feature": 40.0}, {"feature": 13463.0}, {"feature": 37.0}, {"feature": 13463.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45223:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45223", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1267.0}, {"feature": 7.0}, {"feature": 1612.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2626.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00613856315612793 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 54.0}, {"feature": 53.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 13556.0}, {"feature": 38.0}, {"feature": 13556.0}]}, {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 55.0}, {"feature": 54.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 13556.0}, {"feature": 38.0}, {"feature": 13556.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1317.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 54.0}, {"feature": 53.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 13556.0}, {"feature": 38.0}, {"feature": 13556.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.10:39384:37.187.95.110:443", "ip_d": "37.187.95.110", "ip_o": "10.100.200.10", "port_d": "443", "port_o": "39384", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 55.0}, {"feature": 54.0}, {"feature": 3982.0}, {"feature": 15.0}, {"feature": 3982.0}, {"feature": 41.0}, {"feature": 41.0}, {"feature": 13556.0}, {"feature": 38.0}, {"feature": 13556.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1317.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005424022674560547 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1317.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 13.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1317.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0054662227630615234 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1460.0}, {"feature": 7.0}, {"feature": 2014.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004641532897949219 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42350:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42350", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 708.0}, {"feature": 2.0}, {"feature": 1416.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005974292755126953 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1483.0}, {"feature": 8.0}, {"feature": 2037.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1169.0}, {"feature": 5.0}, {"feature": 1169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1483.0}, {"feature": 8.0}, {"feature": 2037.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004754304885864258 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1483.0}, {"feature": 8.0}, {"feature": 2037.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1661.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1661.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1483.0}, {"feature": 8.0}, {"feature": 2037.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 3176.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1661.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1661.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0036728382110595703 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005558490753173828 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0040531158447265625 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42364:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42364", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005536317825317383 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1255.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1607.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1255.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 398.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1607.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0039031505584716797 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 465.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 465.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42352:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42352", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0053904056549072266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 465.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 465.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0039174556732177734 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005524158477783203 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00386810302734375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1244.0}, {"feature": 5.0}, {"feature": 1244.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0054149627685546875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 3.0}, {"feature": 438.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006969928741455078 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1031.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0076444149017333984 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1376.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1376.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1376.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9883:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9883", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 6.0}, {"feature": 1376.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42358:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42358", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21768.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 727.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006323337554931641 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 632.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.007246494293212891 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 995.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 995.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 995.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 728.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 995.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 656.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009553909301757812 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 981.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2006.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009455680847167969 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1358.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42346:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42346", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 581.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1358.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.009277582168579102 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1358.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1267.0}, {"feature": 9.0}, {"feature": 2029.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1358.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 1483.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1390.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2311.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008320093154907227 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1457.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1854.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1457.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 1721.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 7.0}, {"feature": 1854.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008521795272827148 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 4.0}, {"feature": 663.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 903.0}, {"feature": 7.0}, {"feature": 1959.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008330345153808594 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1516.0}, {"feature": 8.0}, {"feature": 2079.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1516.0}, {"feature": 8.0}, {"feature": 2079.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 100.0}, {"feature": 2.0}, {"feature": 200.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:65197:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "65197", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 993.0}, {"feature": 8.0}, {"feature": 2251.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.008895635604858398 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1516.0}, {"feature": 9.0}, {"feature": 2437.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1516.0}, {"feature": 9.0}, {"feature": 2437.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3199.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3199.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1516.0}, {"feature": 9.0}, {"feature": 2437.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1516.0}, {"feature": 9.0}, {"feature": 2437.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3199.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6212:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6212", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2060.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 3199.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0070722103118896484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1361.0}, {"feature": 12.0}, {"feature": 2604.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 977.0}, {"feature": 11.0}, {"feature": 2220.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22829:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22829", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1267.0}, {"feature": 6.0}, {"feature": 1267.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 18.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1361.0}, {"feature": 12.0}, {"feature": 2604.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005843400955200195 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1918.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3732:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3732", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1267.0}, {"feature": 10.0}, {"feature": 2052.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2334.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42348:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42348", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42360:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42360", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1664.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.01155543327331543 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1169.0}, {"feature": 7.0}, {"feature": 1626.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:2378:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "2378", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1361.0}, {"feature": 13.0}, {"feature": 2988.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00692439079284668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:9949:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "9949", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 596.0}, {"feature": 6.0}, {"feature": 862.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58963:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58963", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1250.0}, {"feature": 9.0}, {"feature": 2653.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1169.0}, {"feature": 8.0}, {"feature": 1946.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 562.0}, {"feature": 3.0}, {"feature": 562.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.010327577590942383 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1782.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1687.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004777193069458008 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 4.0}, {"feature": 925.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2173.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 4.0}, {"feature": 925.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.010785579681396484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 4.0}, {"feature": 925.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 100.0}, {"feature": 1.0}, {"feature": 100.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 925.0}, {"feature": 4.0}, {"feature": 925.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 549.0}, {"feature": 3.0}, {"feature": 549.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00760960578918457 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 4593.0}, {"feature": 1.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42366:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42366", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.015662431716918945 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 764.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 432.0}, {"feature": 2.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 764.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2196.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 4.0}, {"feature": 993.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0050203800201416016 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2353.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2353.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1244.0}, {"feature": 7.0}, {"feature": 1944.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2353.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1645.0}, {"feature": 5.0}, {"feature": 2353.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.00611424446105957 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:22199:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "22199", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 730.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1777.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1522.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003973484039306641 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 532.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1516.0}, {"feature": 10.0}, {"feature": 2795.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 532.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 1914.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2306.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 899.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005702018737792969 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 2698.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 2698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2219.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42354:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42354", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 2698.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3593:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3593", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 9.0}, {"feature": 2698.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 18.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2219.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 899.0}, {"feature": 5.0}, {"feature": 1249.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.006315469741821289 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2219.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 532.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 9.0}, {"feature": 2219.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 432.0}, {"feature": 3.0}, {"feature": 532.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 15.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:32106:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "32106", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 1385.0}, {"feature": 8.0}, {"feature": 2041.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1876.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 2075.0}, {"feature": 6.0}, {"feature": 2783.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004588603973388672 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1452.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1452.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:24388:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "24388", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 1096.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:3618:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "3618", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 899.0}, {"feature": 6.0}, {"feature": 1599.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2316.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42370:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42370", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003766298294067383 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 19.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51516:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51516", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1385.0}, {"feature": 7.0}, {"feature": 2169.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1886.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 20.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 925.0}, {"feature": 5.0}, {"feature": 1288.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0047817230224609375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 2796.0}, {"feature": 1.0}, {"feature": 2796.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 2796.0}, {"feature": 1.0}, {"feature": 2796.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42368:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42368", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36724:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36724", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1273.0}, {"feature": 9.0}, {"feature": 1710.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004503965377807617 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1452.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1800.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:51497:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "51497", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 6.0}, {"feature": 1452.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 708.0}, {"feature": 1.0}, {"feature": 708.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1805.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 3.0}, {"feature": 1210.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1800.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.003882169723510742 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1828.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 21.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1408.0}, {"feature": 8.0}, {"feature": 1828.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 524.0}, {"feature": 4.0}, {"feature": 591.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 775.0}, {"feature": 2.0}, {"feature": 775.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 432.0}, {"feature": 4.0}, {"feature": 864.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0049207210540771484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 916.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1800.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 22.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 849.0}, {"feature": 5.0}, {"feature": 916.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:18874:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "18874", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 7.0}, {"feature": 1800.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 7.0}, {"feature": 2178.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 22.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 795.0}, {"feature": 5.0}, {"feature": 1521.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 775.0}, {"feature": 3.0}, {"feature": 842.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004420042037963867 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1884.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1884.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 23.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1884.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1158.0}, {"feature": 6.0}, {"feature": 1884.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42356:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42356", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:11400:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "11400", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1192.0}, {"feature": 6.0}, {"feature": 1192.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1638.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 24.0}, {"feature": 23.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42374:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.004937410354614258 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 2247.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:35413:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "35413", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 24.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1277.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41622:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41622", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 23.0}, {"feature": 19.0}, {"feature": 1384.0}, {"feature": 9.0}, {"feature": 2175.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1615.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42376:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42376", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 993.0}, {"feature": 5.0}, {"feature": 1060.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 2247.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41307:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41307", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 596.0}, {"feature": 5.0}, {"feature": 1125.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:35413:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "35413", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:45778:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "45778", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 25.0}, {"feature": 24.0}, {"feature": 1192.0}, {"feature": 9.0}, {"feature": 1969.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 1469.0}, {"feature": 10.0}, {"feature": 2242.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1277.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0038595199584960938 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1457.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2608.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1446.0}, {"feature": 7.0}, {"feature": 2746.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13799:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13799", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1385.0}, {"feature": 10.0}, {"feature": 2575.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2769.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52566:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52566", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 993.0}, {"feature": 6.0}, {"feature": 1457.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1162.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2608.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:1701:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "1701", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1539.0}, {"feature": 11.0}, {"feature": 2818.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 2098.0}, {"feature": 7.0}, {"feature": 2806.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42362:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42362", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.0041866302490234375 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:35413:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "35413", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 5.0}, {"feature": 1712.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 5.0}, {"feature": 1712.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2608.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 2247.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43374:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43374", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 9.0}, {"feature": 1851.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:35413:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "35413", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 5.0}, {"feature": 1712.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:47752:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "47752", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2289.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:55956:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "55956", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 849.0}, {"feature": 6.0}, {"feature": 1241.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 4.0}, {"feature": 1451.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14757:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14757", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 784.0}, {"feature": 5.0}, {"feature": 1216.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1210.0}, {"feature": 5.0}, {"feature": 1712.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28490:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28490", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1283.0}, {"feature": 6.0}, {"feature": 1646.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 8.0}, {"feature": 2608.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:33513:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "33513", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1158.0}, {"feature": 7.0}, {"feature": 2247.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1210.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:26795:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "26795", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42372:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42372", "protocol": "TCP", "time_end": 1683057500.0, "time_start": 1683057500.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.005585193634033203 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} diff --git a/cad_logs_3.txt b/cad_logs_3.txt new file mode 100644 index 0000000000000000000000000000000000000000..15c3cfc6fdfd7521f2544e10b7d99686ec8855b1 --- /dev/null +++ b/cad_logs_3.txt @@ -0,0 +1,23965 @@ +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1035.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58430:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58430", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1192.0}, {"feature": 7.0}, {"feature": 1259.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42030:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42030", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58430:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58430", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 7.0}, {"feature": 1259.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58430:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58430", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 7.0}, {"feature": 1259.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:58430:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58430", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1192.0}, {"feature": 7.0}, {"feature": 1259.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1035.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58430:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58430", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1192.0}, {"feature": 7.0}, {"feature": 1259.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42030:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42030", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58430:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58430", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 7.0}, {"feature": 1259.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58430:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58430", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1192.0}, {"feature": 7.0}, {"feature": 1259.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:58430:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "58430", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1192.0}, {"feature": 7.0}, {"feature": 1259.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.000984466875059088 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0033774643953369656 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005596199771389365 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.007048130035400391 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 139 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:14.797596 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058334.7983871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058334.7983871 +} +kpi_value { + floatVal: 0.999752045 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058334.7983871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058334.7983871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058334.7983871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.798387}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975204}, "timestamp": {"timestamp": 1683058334.798387}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.798387}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.798387}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.798387}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029015541076660156 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:14', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:46041:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '46041', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:14.827105 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058334.8279591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058334.8279591 +} +kpi_value { + floatVal: 0.999752223 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058334.8279591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058334.8279591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058334.8279591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.827959}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997522}, "timestamp": {"timestamp": 1683058334.827959}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.827959}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.827959}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.827959}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026979446411132812 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:14', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58430:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58430', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:14.854629 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058334.8552051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058334.8552051 +} +kpi_value { + floatVal: 0.999752402 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058334.8552051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058334.8552051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058334.8552051 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.855205}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997524}, "timestamp": {"timestamp": 1683058334.855205}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.855205}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.855205}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.855205}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05829811096191406 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:14', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42030:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42030', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:14.913346 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058334.9138269 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058334.9138269 +} +kpi_value { + floatVal: 0.999752581 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058334.9138269 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058334.9138269 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058334.9138269 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.913827}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997526}, "timestamp": {"timestamp": 1683058334.913827}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.913827}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.913827}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.913827}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04093742370605469 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:14', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58430:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58430', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:14.954432 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058334.9546111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058334.9546111 +} +kpi_value { + floatVal: 0.99975276 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058334.9546111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058334.9546111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058334.9546111 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.954611}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975276}, "timestamp": {"timestamp": 1683058334.954611}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.954611}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.954611}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058334.954611}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06930232048034668 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:14', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58430:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58430', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.023928 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.0241549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.0241549 +} +kpi_value { + floatVal: 0.999752939 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.0241549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.0241549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.0241549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.024155}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975294}, "timestamp": {"timestamp": 1683058335.024155}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.024155}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.024155}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.024155}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03887653350830078 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:14', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:58430:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '58430', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.062957 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.063185 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.063185 +} +kpi_value { + floatVal: 0.999753118 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.063185 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.063185 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.063185 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.063185}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997531}, "timestamp": {"timestamp": 1683058335.063185}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.063185}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.063185}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.063185}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0353548526763916 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '02/05/2023 20:12:14', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.098488 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.0987029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.0987029 +} +kpi_value { + floatVal: 0.999751747 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.0987029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.0987029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.0987029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.098703}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975175}, "timestamp": {"timestamp": 1683058335.098703}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.098703}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.098703}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.098703}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02557539939880371 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '02/05/2023 20:12:14', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.124208 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.124409 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.124409 +} +kpi_value { + floatVal: 0.999750078 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.124409 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.124409 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.124409 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.124409}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997501}, "timestamp": {"timestamp": 1683058335.124409}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.124409}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.124409}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.124409}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025170087814331055 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '02/05/2023 20:12:14', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.149543 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.1497841 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.1497841 +} +kpi_value { + floatVal: 0.999748528 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.1497841 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.1497841 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.1497841 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.149784}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997485}, "timestamp": {"timestamp": 1683058335.149784}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.149784}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.149784}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.149784}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.048268795013427734 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '02/05/2023 20:12:14', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.4115777015686035 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1618.0}, {"feature": 6.0}, {"feature": 2015.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2098.0}, {"feature": 8.0}, {"feature": 2595.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1618.0}, {"feature": 6.0}, {"feature": 2015.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2098.0}, {"feature": 8.0}, {"feature": 2595.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1618.0}, {"feature": 6.0}, {"feature": 2015.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2098.0}, {"feature": 8.0}, {"feature": 2595.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1618.0}, {"feature": 6.0}, {"feature": 2015.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 2098.0}, {"feature": 8.0}, {"feature": 2595.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009810225472652485 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0033656253926936195 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005570704815909266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.002141714096069336 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 140 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.220980 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.2211659 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.2211659 +} +kpi_value { + floatVal: 0.999747157 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.2211659 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.2211659 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.2211659 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.221166}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974716}, "timestamp": {"timestamp": 1683058335.221166}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.221166}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.221166}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.221166}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02984619140625 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.250962 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.251123 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.251123 +} +kpi_value { + floatVal: 0.999745548 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.251123 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.251123 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.251123 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.251123}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974555}, "timestamp": {"timestamp": 1683058335.251123}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.251123}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.251123}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.251123}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023029088973999023 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.274182 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.274379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.274379 +} +kpi_value { + floatVal: 0.999744 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.274379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.274379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.274379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.274379}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999744}, "timestamp": {"timestamp": 1683058335.274379}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.274379}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.274379}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.274379}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02268195152282715 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.297058 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.2972839 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.2972839 +} +kpi_value { + floatVal: 0.999744177 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.2972839 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.2972839 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.2972839 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.297284}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997442}, "timestamp": {"timestamp": 1683058335.297284}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.297284}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.297284}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.297284}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024839401245117188 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.322067 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.3223331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.3223331 +} +kpi_value { + floatVal: 0.999744356 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.3223331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.3223331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.3223331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.322333}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974436}, "timestamp": {"timestamp": 1683058335.322333}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.322333}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.322333}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.322333}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.053713321685791016 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.375957 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.376164 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.376164 +} +kpi_value { + floatVal: 0.999744534 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.376164 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.376164 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.376164 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.376164}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974453}, "timestamp": {"timestamp": 1683058335.376164}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.376164}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.376164}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.376164}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023488759994506836 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.399576 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.3998361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.3998361 +} +kpi_value { + floatVal: 0.999744713 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.3998361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.3998361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.3998361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.399836}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997447}, "timestamp": {"timestamp": 1683058335.399836}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.399836}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.399836}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.399836}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022196292877197266 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.421941 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.4221029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.4221029 +} +kpi_value { + floatVal: 0.999744892 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.4221029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.4221029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.4221029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.422103}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997449}, "timestamp": {"timestamp": 1683058335.422103}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.422103}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.422103}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.422103}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02195882797241211 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.444092 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.4443791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.4443791 +} +kpi_value { + floatVal: 0.999745071 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.4443791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.4443791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.4443791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.444379}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997451}, "timestamp": {"timestamp": 1683058335.444379}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.444379}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.444379}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.444379}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024311065673828125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.468580 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.46883 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.46883 +} +kpi_value { + floatVal: 0.99974525 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.46883 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.46883 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.46883 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.46883}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974525}, "timestamp": {"timestamp": 1683058335.46883}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.46883}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.46883}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.46883}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022018909454345703 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.2756683826446533 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1618.0}, {"feature": 6.0}, {"feature": 2015.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 8.0}, {"feature": 2595.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42028:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42028", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42028:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42028", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1618.0}, {"feature": 6.0}, {"feature": 2015.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 8.0}, {"feature": 2595.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14865:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14865", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14865:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14865", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14865:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14865", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 5.0}, {"feature": 750.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1618.0}, {"feature": 6.0}, {"feature": 2015.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 8.0}, {"feature": 2595.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42028:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42028", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42028:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42028", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13457:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13457", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1618.0}, {"feature": 6.0}, {"feature": 2015.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 2098.0}, {"feature": 8.0}, {"feature": 2595.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14865:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14865", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14865:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14865", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14865:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14865", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 5.0}, {"feature": 750.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009774279686562875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0033539389991374935 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005545209860429168 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.00203704833984375 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 141 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.533097 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.53335 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.53335 +} +kpi_value { + floatVal: 0.999745429 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.53335 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.53335 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.53335 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.53335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997454}, "timestamp": {"timestamp": 1683058335.53335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.53335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.53335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.53335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025782108306884766 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.559049 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.559258 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.559258 +} +kpi_value { + floatVal: 0.999745607 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.559258 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.559258 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.559258 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.559258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997456}, "timestamp": {"timestamp": 1683058335.559258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.559258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.559258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.559258}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02422785758972168 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42028:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42028', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.583448 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.583632 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.583632 +} +kpi_value { + floatVal: 0.999745786 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.583632 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.583632 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.583632 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.583632}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997458}, "timestamp": {"timestamp": 1683058335.583632}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.583632}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.583632}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.583632}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.031233787536621094 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42028:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42028', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.614835 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.61503 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.61503 +} +kpi_value { + floatVal: 0.999745965 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.61503 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.61503 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.61503 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.61503}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974597}, "timestamp": {"timestamp": 1683058335.61503}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.61503}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.61503}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.61503}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03166770935058594 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13457:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13457', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.646672 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.6468861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.6468861 +} +kpi_value { + floatVal: 0.999746203 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.6468861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.6468861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.6468861 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.646886}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997462}, "timestamp": {"timestamp": 1683058335.646886}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.646886}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.646886}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.646886}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02998661994934082 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.676840 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.67704 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.67704 +} +kpi_value { + floatVal: 0.999746382 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.67704 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.67704 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.67704 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.67704}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997464}, "timestamp": {"timestamp": 1683058335.67704}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.67704}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.67704}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.67704}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027367115020751953 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:14865:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '14865', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.704379 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.704566 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.704566 +} +kpi_value { + floatVal: 0.999745 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.704566 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.704566 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.704566 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.704566}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999745}, "timestamp": {"timestamp": 1683058335.704566}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.704566}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.704566}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.704566}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0230252742767334 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:14865:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '14865', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.727551 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.7277579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.7277579 +} +kpi_value { + floatVal: 0.999743402 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.7277579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.7277579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.7277579 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.727758}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997434}, "timestamp": {"timestamp": 1683058335.727758}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.727758}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.727758}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.727758}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02416205406188965 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:14865:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '14865', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.751876 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.7520831 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.7520831 +} +kpi_value { + floatVal: 0.999741852 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.7520831 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.7520831 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.7520831 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.752083}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974185}, "timestamp": {"timestamp": 1683058335.752083}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.752083}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.752083}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.752083}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02438521385192871 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.776411 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.776588 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.776588 +} +kpi_value { + floatVal: 0.999742031 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.776588 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.776588 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.776588 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.776588}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974203}, "timestamp": {"timestamp": 1683058335.776588}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.776588}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.776588}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.776588}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023548603057861328 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15611:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15611', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.2735934257507324 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 551.0}, {"feature": 5.0}, {"feature": 750.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 7.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1043.0}, {"feature": 7.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:14865:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14865", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1597.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 551.0}, {"feature": 5.0}, {"feature": 750.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 1043.0}, {"feature": 7.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 1043.0}, {"feature": 7.0}, {"feature": 1599.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14865:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14865", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009739786307786552 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003342359460729394 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005538329714909196 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.002051830291748047 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 142 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.828061 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.8282721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.8282721 +} +kpi_value { + floatVal: 0.99974221 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.8282721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.8282721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.8282721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.828272}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997422}, "timestamp": {"timestamp": 1683058335.828272}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.828272}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.828272}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.828272}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.035575151443481445 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:44157:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '44157', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.864118 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.8643889 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.8643889 +} +kpi_value { + floatVal: 0.999742389 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.8643889 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.8643889 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.8643889 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.864389}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997424}, "timestamp": {"timestamp": 1683058335.864389}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.864389}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.864389}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.864389}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.05424690246582031 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49725:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49725', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.918543 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.9187379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.9187379 +} +kpi_value { + floatVal: 0.999742568 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.9187379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.9187379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.9187379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.918738}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974257}, "timestamp": {"timestamp": 1683058335.918738}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.918738}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.918738}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.918738}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03381919860839844 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49725:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49725', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.952564 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.9528339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.9528339 +} +kpi_value { + floatVal: 0.999742806 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.9528339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.9528339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.9528339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.952834}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997428}, "timestamp": {"timestamp": 1683058335.952834}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.952834}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.952834}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.952834}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.031411170959472656 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:44157:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '44157', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:15.984318 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058335.9850979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058335.9850979 +} +kpi_value { + floatVal: 0.999743 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058335.9850979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058335.9850979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058335.9850979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.985098}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999743}, "timestamp": {"timestamp": 1683058335.985098}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.985098}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.985098}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058335.985098}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04122638702392578 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15611:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15611', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.026043 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.0266471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.0266471 +} +kpi_value { + floatVal: 0.999743164 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.0266471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.0266471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.0266471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.026647}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974316}, "timestamp": {"timestamp": 1683058336.026647}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.026647}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.026647}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.026647}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03567075729370117 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.062330 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.063024 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.063024 +} +kpi_value { + floatVal: 0.999743342 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.063024 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.063024 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.063024 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.063024}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974334}, "timestamp": {"timestamp": 1683058336.063024}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.063024}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.063024}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.063024}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030518054962158203 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13233:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13233', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.093450 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.0944171 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.0944171 +} +kpi_value { + floatVal: 0.999743521 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.0944171 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.0944171 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.0944171 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.094417}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997435}, "timestamp": {"timestamp": 1683058336.094417}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.094417}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.094417}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.094417}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03126120567321777 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.125222 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.1259291 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.1259291 +} +kpi_value { + floatVal: 0.9997437 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.1259291 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.1259291 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.1259291 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.125929}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997437}, "timestamp": {"timestamp": 1683058336.125929}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.125929}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.125929}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.125929}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04214739799499512 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13233:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13233', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.168123 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.16899 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.16899 +} +kpi_value { + floatVal: 0.999743879 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.16899 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.16899 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.16899 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.16899}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997439}, "timestamp": {"timestamp": 1683058336.16899}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.16899}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.16899}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.16899}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04267549514770508 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:15', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:14865:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '14865', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.3897876739501953 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:14865:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14865", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49280:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49280", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1460.0}, {"feature": 9.0}, {"feature": 2843.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49280:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49280", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 9.0}, {"feature": 2843.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1226.0}, {"feature": 7.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:14865:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "14865", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49280:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49280", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1460.0}, {"feature": 9.0}, {"feature": 2843.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49280:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49280", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 9.0}, {"feature": 2843.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 1226.0}, {"feature": 7.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009710944788465342 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0033308297047456945 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005545209860429168 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0034132003784179688 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 143 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.283168 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.284117 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.284117 +} +kpi_value { + floatVal: 0.999744058 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.284117 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.284117 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.284117 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.284117}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974406}, "timestamp": {"timestamp": 1683058336.284117}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.284117}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.284117}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.284117}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03137063980102539 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:14865:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '14865', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.315309 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.3162119 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.3162119 +} +kpi_value { + floatVal: 0.999744236 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.3162119 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.3162119 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.3162119 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.316212}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974424}, "timestamp": {"timestamp": 1683058336.316212}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.316212}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.316212}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.316212}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03308463096618652 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.349003 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.3498981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.3498981 +} +kpi_value { + floatVal: 0.999744415 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.3498981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.3498981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.3498981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.349898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997444}, "timestamp": {"timestamp": 1683058336.349898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.349898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.349898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.349898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03408503532409668 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:36879:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '36879', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.383824 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.3847179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.3847179 +} +kpi_value { + floatVal: 0.999743104 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.3847179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.3847179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.3847179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.384718}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997431}, "timestamp": {"timestamp": 1683058336.384718}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.384718}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.384718}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.384718}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04456472396850586 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:36879:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '36879', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.428584 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.428865 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.428865 +} +kpi_value { + floatVal: 0.999741495 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.428865 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.428865 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.428865 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.428865}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997415}, "timestamp": {"timestamp": 1683058336.428865}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.428865}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.428865}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.428865}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04257917404174805 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:36879:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '36879', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.471328 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.471529 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.471529 +} +kpi_value { + floatVal: 0.999739945 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.471529 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.471529 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.471529 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.471529}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99973994}, "timestamp": {"timestamp": 1683058336.471529}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.471529}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.471529}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.471529}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020979881286621094 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49280:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49280', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.492459 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.4926691 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.4926691 +} +kpi_value { + floatVal: 0.999740124 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.4926691 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.4926691 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.4926691 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.492669}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997401}, "timestamp": {"timestamp": 1683058336.492669}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.492669}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.492669}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.492669}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025759220123291016 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49280:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49280', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.518425 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.5186729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.5186729 +} +kpi_value { + floatVal: 0.999740362 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.5186729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.5186729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.5186729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.518673}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974036}, "timestamp": {"timestamp": 1683058336.518673}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.518673}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.518673}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.518673}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02137279510498047 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42034:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42034', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.539993 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.5401981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.5401981 +} +kpi_value { + floatVal: 0.999740541 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.5401981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.5401981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.5401981 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.540198}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974054}, "timestamp": {"timestamp": 1683058336.540198}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.540198}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.540198}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.540198}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.045078277587890625 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:43006:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '43006', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.585224 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.5854321 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.5854321 +} +kpi_value { + floatVal: 0.99974072 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.5854321 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.5854321 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.5854321 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.585432}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997407}, "timestamp": {"timestamp": 1683058336.585432}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.585432}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.585432}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.585432}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03242158889770508 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.3473193645477295 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1226.0}, {"feature": 7.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 4.0}, {"feature": 1645.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:57423:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "57423", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:57423:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "57423", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:43006:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "43006", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1226.0}, {"feature": 7.0}, {"feature": 2120.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1645.0}, {"feature": 4.0}, {"feature": 1645.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42016:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42016", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:57423:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "57423", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 4.0}, {"feature": 873.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:57423:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "57423", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009680671080584741 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0033194415922948883 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005538329714909196 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.002945423126220703 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 144 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.641393 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.642168 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.642168 +} +kpi_value { + floatVal: 0.999740899 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.642168 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.642168 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.642168 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.642168}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997409}, "timestamp": {"timestamp": 1683058336.642168}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.642168}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.642168}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.642168}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029862642288208008 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.671877 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.672682 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.672682 +} +kpi_value { + floatVal: 0.999741077 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.672682 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.672682 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.672682 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.672682}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997411}, "timestamp": {"timestamp": 1683058336.672682}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.672682}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.672682}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.672682}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030433177947998047 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:43006:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '43006', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.702734 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.7031651 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.7031651 +} +kpi_value { + floatVal: 0.999741256 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.7031651 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.7031651 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.7031651 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.703165}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974126}, "timestamp": {"timestamp": 1683058336.703165}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.703165}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.703165}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.703165}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02525949478149414 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.728407 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.728847 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.728847 +} +kpi_value { + floatVal: 0.999741435 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.728847 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.728847 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.728847 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.728847}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974144}, "timestamp": {"timestamp": 1683058336.728847}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.728847}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.728847}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.728847}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027348041534423828 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42016:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42016', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.756301 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.7575071 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.7575071 +} +kpi_value { + floatVal: 0.999741614 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.7575071 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.7575071 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.7575071 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.757507}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997416}, "timestamp": {"timestamp": 1683058336.757507}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.757507}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.757507}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.757507}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04141497611999512 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:57423:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '57423', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.797851 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.7980361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.7980361 +} +kpi_value { + floatVal: 0.999741793 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.7980361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.7980361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.7980361 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.798036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997418}, "timestamp": {"timestamp": 1683058336.798036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.798036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.798036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.798036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027118682861328125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15611:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15611', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.825566 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.826237 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.826237 +} +kpi_value { + floatVal: 0.999742 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.826237 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.826237 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.826237 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.826237}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999742}, "timestamp": {"timestamp": 1683058336.826237}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.826237}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.826237}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.826237}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03081822395324707 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15611:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15611', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.856514 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.8566909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.8566909 +} +kpi_value { + floatVal: 0.99974215 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.8566909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.8566909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.8566909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.856691}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974215}, "timestamp": {"timestamp": 1683058336.856691}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.856691}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.856691}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.856691}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030484437942504883 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:57423:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '57423', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.887135 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.8873379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.8873379 +} +kpi_value { + floatVal: 0.999742329 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.8873379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.8873379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.8873379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.887338}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997423}, "timestamp": {"timestamp": 1683058336.887338}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.887338}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.887338}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.887338}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04093050956726074 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.928277 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.928452 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.928452 +} +kpi_value { + floatVal: 0.999742508 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.928452 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.928452 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.928452 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.928452}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997425}, "timestamp": {"timestamp": 1683058336.928452}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.928452}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.928452}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.928452}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021745920181274414 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.32038092613220215 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1035.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1035.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1035.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 331.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 5.0}, {"feature": 1035.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009647827691816051 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003308210212938709 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005531449569389224 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.001851797103881836 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 145 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:16.998025 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058336.998225 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058336.998225 +} +kpi_value { + floatVal: 0.999742687 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058336.998225 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058336.998225 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058336.998225 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.998225}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997427}, "timestamp": {"timestamp": 1683058336.998225}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.998225}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.998225}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058336.998225}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022512435913085938 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62983:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62983', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.020683 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.0208421 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.0208421 +} +kpi_value { + floatVal: 0.999741375 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.0208421 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.0208421 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.0208421 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.020842}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997414}, "timestamp": {"timestamp": 1683058337.020842}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.020842}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.020842}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.020842}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0217134952545166 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62983:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62983', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.042521 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.042675 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.042675 +} +kpi_value { + floatVal: 0.999739766 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.042675 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.042675 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.042675 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.042675}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99973977}, "timestamp": {"timestamp": 1683058337.042675}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.042675}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.042675}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.042675}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02146315574645996 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62983:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62983', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.064124 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.064332 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.064332 +} +kpi_value { + floatVal: 0.999738276 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.064332 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.064332 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.064332 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.064332}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997383}, "timestamp": {"timestamp": 1683058337.064332}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.064332}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.064332}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.064332}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024862289428710938 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:28706:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '28706', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.089139 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.08934 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.08934 +} +kpi_value { + floatVal: 0.999738455 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.08934 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.08934 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.08934 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.08934}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99973845}, "timestamp": {"timestamp": 1683058337.08934}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.08934}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.08934}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.08934}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023899078369140625 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:28706:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '28706', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.113193 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.113395 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.113395 +} +kpi_value { + floatVal: 0.999738693 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.113395 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.113395 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.113395 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.113395}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997387}, "timestamp": {"timestamp": 1683058337.113395}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.113395}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.113395}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.113395}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024608850479125977 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:46041:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '46041', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.137942 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.13811 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.13811 +} +kpi_value { + floatVal: 0.999738872 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.13811 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.13811 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.13811 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.13811}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997389}, "timestamp": {"timestamp": 1683058337.13811}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.13811}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.13811}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.13811}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029206037521362305 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13233:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13233', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.167366 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.1675761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.1675761 +} +kpi_value { + floatVal: 0.999739051 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.1675761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.1675761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.1675761 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.167576}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99973905}, "timestamp": {"timestamp": 1683058337.167576}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.167576}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.167576}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.167576}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023965120315551758 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13233:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13233', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.191469 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.191633 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.191633 +} +kpi_value { + floatVal: 0.99973923 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.191633 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.191633 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.191633 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.191633}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997392}, "timestamp": {"timestamp": 1683058337.191633}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.191633}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.191633}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.191633}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022615909576416016 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:46041:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '46041', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.214232 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.214478 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.214478 +} +kpi_value { + floatVal: 0.999739408 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.214478 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.214478 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.214478 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.214478}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997394}, "timestamp": {"timestamp": 1683058337.214478}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.214478}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.214478}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.214478}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023989439010620117 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:16', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.24633526802062988 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:57423:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "57423", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:57423:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "57423", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 3107.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2764.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 27.0}, {"feature": 25.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 3107.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2764.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1382.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1382.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 4593.0}, {"feature": 7.0}, {"feature": 11583.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:57423:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "57423", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:57423:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "57423", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 10.0}, {"feature": 551.0}, {"feature": 4.0}, {"feature": 683.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 26.0}, {"feature": 24.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 3107.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2764.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:50756:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "50756", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 27.0}, {"feature": 25.0}, {"feature": 1306.0}, {"feature": 14.0}, {"feature": 3107.0}, {"feature": 25.0}, {"feature": 25.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2764.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1382.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1250.0}, {"feature": 6.0}, {"feature": 1382.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.000963556127342051 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003296894347392299 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005538329714909196 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0025606155395507812 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 146 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.260996 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.261224 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.261224 +} +kpi_value { + floatVal: 0.999739587 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.261224 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.261224 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.261224 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.261224}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997396}, "timestamp": {"timestamp": 1683058337.261224}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.261224}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.261224}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.261224}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.028944969177246094 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.290178 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.290395 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.290395 +} +kpi_value { + floatVal: 0.999739766 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.290395 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.290395 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.290395 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.290395}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99973977}, "timestamp": {"timestamp": 1683058337.290395}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.290395}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.290395}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.290395}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02857351303100586 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.318879 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.3190391 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.3190391 +} +kpi_value { + floatVal: 0.999739945 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.3190391 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.3190391 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.3190391 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.319039}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99973994}, "timestamp": {"timestamp": 1683058337.319039}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.319039}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.319039}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.319039}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.051091670989990234 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:57423:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '57423', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.370139 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.3703561 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.3703561 +} +kpi_value { + floatVal: 0.999740124 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.3703561 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.3703561 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.3703561 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.370356}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997401}, "timestamp": {"timestamp": 1683058337.370356}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.370356}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.370356}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.370356}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03387618064880371 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:57423:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '57423', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.404183 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.404422 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.404422 +} +kpi_value { + floatVal: 0.999740303 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.404422 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.404422 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.404422 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.404422}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997403}, "timestamp": {"timestamp": 1683058337.404422}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.404422}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.404422}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.404422}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03893470764160156 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.443441 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.444134 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.444134 +} +kpi_value { + floatVal: 0.999740481 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.444134 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.444134 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.444134 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.444134}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997405}, "timestamp": {"timestamp": 1683058337.444134}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.444134}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.444134}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.444134}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.06410717964172363 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:50756:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '50756', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.507774 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.508002 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.508002 +} +kpi_value { + floatVal: 0.99974066 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.508002 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.508002 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.508002 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.508002}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974066}, "timestamp": {"timestamp": 1683058337.508002}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.508002}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.508002}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.508002}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0549468994140625 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49725:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49725', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.562900 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.5632 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.5632 +} +kpi_value { + floatVal: 0.999740839 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.5632 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.5632 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.5632 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.5632}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974084}, "timestamp": {"timestamp": 1683058337.5632}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.5632}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.5632}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.5632}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03059673309326172 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:46041:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '46041', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.593669 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.5939651 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.5939651 +} +kpi_value { + floatVal: 0.999741 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.5939651 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.5939651 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.5939651 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.593965}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999741}, "timestamp": {"timestamp": 1683058337.593965}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.593965}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.593965}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.593965}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030134916305541992 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:46041:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '46041', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.623966 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.6244011 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.6244011 +} +kpi_value { + floatVal: 0.999741197 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.6244011 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.6244011 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.6244011 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.624401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997412}, "timestamp": {"timestamp": 1683058337.624401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.624401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.624401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.624401}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024705171585083008 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49725:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49725', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.39482998847961426 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42022:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42022", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 1731.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 1731.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 562.0}, {"feature": 7.0}, {"feature": 960.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1385.0}, {"feature": 5.0}, {"feature": 1385.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42022:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42022", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 19.0}, {"feature": 16.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 1731.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 20.0}, {"feature": 17.0}, {"feature": 899.0}, {"feature": 7.0}, {"feature": 1731.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 11.0}, {"feature": 562.0}, {"feature": 7.0}, {"feature": 960.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 15.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009685769830798718 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0032862213239444357 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005545209860429168 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.005230903625488281 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 147 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.678748 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.67948 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.67948 +} +kpi_value { + floatVal: 0.999741375 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.67948 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.67948 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.67948 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.67948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997414}, "timestamp": {"timestamp": 1683058337.67948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.67948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.67948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.67948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03390669822692871 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:44157:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '44157', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.712828 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.713146 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.713146 +} +kpi_value { + floatVal: 0.999741554 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.713146 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.713146 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.713146 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.713146}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974155}, "timestamp": {"timestamp": 1683058337.713146}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.713146}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.713146}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.713146}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021932601928710938 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:44157:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '44157', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.734906 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.7350969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.7350969 +} +kpi_value { + floatVal: 0.999741733 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.7350969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.7350969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.7350969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.735097}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974173}, "timestamp": {"timestamp": 1683058337.735097}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.735097}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.735097}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.735097}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02089715003967285 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42022:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42022', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.755991 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.7562349 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.7562349 +} +kpi_value { + floatVal: 0.999741852 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.7562349 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.7562349 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.7562349 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.756235}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974185}, "timestamp": {"timestamp": 1683058337.756235}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.756235}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.756235}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.756235}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.028402090072631836 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29727:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29727', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.784580 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.78481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.78481 +} +kpi_value { + floatVal: 0.999742031 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.78481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.78481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.78481 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.78481}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974203}, "timestamp": {"timestamp": 1683058337.78481}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.78481}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.78481}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.78481}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029100894927978516 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29727:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29727', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.813834 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.814096 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.814096 +} +kpi_value { + floatVal: 0.99974221 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.814096 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.814096 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.814096 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.814096}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997422}, "timestamp": {"timestamp": 1683058337.814096}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.814096}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.814096}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.814096}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04208993911743164 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6537:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6537', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.856124 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.8563349 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.8563349 +} +kpi_value { + floatVal: 0.999742389 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.8563349 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.8563349 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.8563349 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.856335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997424}, "timestamp": {"timestamp": 1683058337.856335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.856335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.856335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.856335}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.032874345779418945 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6537:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6537', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.889147 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.8893909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.8893909 +} +kpi_value { + floatVal: 0.999742568 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.8893909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.8893909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.8893909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.889391}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974257}, "timestamp": {"timestamp": 1683058337.889391}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.889391}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.889391}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.889391}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.038732051849365234 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:41215:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '41215', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.928036 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.9282191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.9282191 +} +kpi_value { + floatVal: 0.999742746 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.9282191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.9282191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.9282191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.928219}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974275}, "timestamp": {"timestamp": 1683058337.928219}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.928219}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.928219}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.928219}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029780149459838867 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:28706:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '28706', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:17.957973 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058337.95816 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058337.95816 +} +kpi_value { + floatVal: 0.999742925 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058337.95816 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058337.95816 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058337.95816 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.95816}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997429}, "timestamp": {"timestamp": 1683058337.95816}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.95816}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.95816}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058337.95816}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02213883399963379 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:17', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.31653666496276855 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42032:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42032", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 562.0}, {"feature": 7.0}, {"feature": 960.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42032:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42032", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 4593.0}, {"feature": 15.0}, {"feature": 22767.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 12.0}, {"feature": 562.0}, {"feature": 7.0}, {"feature": 960.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 5.0}, {"feature": 1469.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 18.0}, {"feature": 16.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 19.0}, {"feature": 17.0}, {"feature": 1460.0}, {"feature": 8.0}, {"feature": 2016.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009650254489954661 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003275383466027364 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005538329714909196 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0020186901092529297 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 148 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.002646 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.0028889 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.0028889 +} +kpi_value { + floatVal: 0.999743104 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.0028889 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.0028889 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.0028889 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.002889}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997431}, "timestamp": {"timestamp": 1683058338.002889}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.002889}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.002889}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.002889}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026897430419921875 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42032:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42032', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.029683 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.0298591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.0298591 +} +kpi_value { + floatVal: 0.999743283 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.0298591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.0298591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.0298591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.029859}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997433}, "timestamp": {"timestamp": 1683058338.029859}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.029859}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.029859}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.029859}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.054756879806518555 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:41215:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '41215', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.084802 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.085362 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.085362 +} +kpi_value { + floatVal: 0.999743462 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.085362 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.085362 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.085362 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.085362}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974346}, "timestamp": {"timestamp": 1683058338.085362}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.085362}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.085362}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.085362}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027960538864135742 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:28706:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '28706', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.112920 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.113096 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.113096 +} +kpi_value { + floatVal: 0.99974364 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.113096 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.113096 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.113096 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.113096}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974364}, "timestamp": {"timestamp": 1683058338.113096}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.113096}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.113096}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.113096}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03915715217590332 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42034:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42034', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.152215 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.1524179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.1524179 +} +kpi_value { + floatVal: 0.999743819 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.1524179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.1524179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.1524179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.152418}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997438}, "timestamp": {"timestamp": 1683058338.152418}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.152418}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.152418}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.152418}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03363966941833496 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42034:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42034', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.186279 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.1870229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.1870229 +} +kpi_value { + floatVal: 0.999744 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.1870229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.1870229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.1870229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.187023}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999744}, "timestamp": {"timestamp": 1683058338.187023}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.187023}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.187023}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.187023}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026117563247680664 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42034:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42034', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.212530 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.2126949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.2126949 +} +kpi_value { + floatVal: 0.999744177 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.2126949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.2126949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.2126949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.212695}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997442}, "timestamp": {"timestamp": 1683058338.212695}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.212695}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.212695}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.212695}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03149700164794922 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.244185 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.244415 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.244415 +} +kpi_value { + floatVal: 0.999744356 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.244415 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.244415 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.244415 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.244415}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974436}, "timestamp": {"timestamp": 1683058338.244415}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.244415}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.244415}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.244415}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03060150146484375 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.275005 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.2752759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.2752759 +} +kpi_value { + floatVal: 0.999744475 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.2752759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.2752759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.2752759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.275276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997445}, "timestamp": {"timestamp": 1683058338.275276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.275276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.275276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.275276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03320050239562988 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.308414 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.3086491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.3086491 +} +kpi_value { + floatVal: 0.999744654 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.3086491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.3086491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.3086491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.308649}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974465}, "timestamp": {"timestamp": 1683058338.308649}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.308649}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.308649}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.308649}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02509474754333496 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42034:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42034', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.3370664119720459 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:28706:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "28706", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 6.0}, {"feature": 2027.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009613072182420616 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0032646871315001533 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005531449569389224 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0019054412841796875 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 149 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.352993 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.353179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.353179 +} +kpi_value { + floatVal: 0.999744833 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.353179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.353179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.353179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.353179}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974483}, "timestamp": {"timestamp": 1683058338.353179}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.353179}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.353179}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.353179}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022140026092529297 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.375417 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.375582 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.375582 +} +kpi_value { + floatVal: 0.999745 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.375582 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.375582 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.375582 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.375582}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999745}, "timestamp": {"timestamp": 1683058338.375582}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.375582}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.375582}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.375582}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021132707595825195 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.396677 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.396853 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.396853 +} +kpi_value { + floatVal: 0.99974519 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.396853 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.396853 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.396853 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.396853}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997452}, "timestamp": {"timestamp": 1683058338.396853}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.396853}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.396853}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.396853}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.01935434341430664 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:28706:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '28706', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.416156 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.4163339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.4163339 +} +kpi_value { + floatVal: 0.999745369 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.4163339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.4163339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.4163339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.416334}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974537}, "timestamp": {"timestamp": 1683058338.416334}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.416334}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.416334}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.416334}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027768850326538086 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:28706:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '28706', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.444073 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.444262 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.444262 +} +kpi_value { + floatVal: 0.999745548 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.444262 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.444262 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.444262 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.444262}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974555}, "timestamp": {"timestamp": 1683058338.444262}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.444262}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.444262}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.444262}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030885934829711914 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42034:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42034', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.475231 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.4754159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.4754159 +} +kpi_value { + floatVal: 0.999745727 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.4754159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.4754159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.4754159 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.475416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997457}, "timestamp": {"timestamp": 1683058338.475416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.475416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.475416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.475416}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0326695442199707 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25152:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25152', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.508215 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.50865 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.50865 +} +kpi_value { + floatVal: 0.999745846 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.50865 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.50865 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.50865 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.50865}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974585}, "timestamp": {"timestamp": 1683058338.50865}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.50865}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.50865}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.50865}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026985645294189453 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25152:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25152', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.535961 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.537004 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.537004 +} +kpi_value { + floatVal: 0.999746 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.537004 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.537004 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.537004 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.537004}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999746}, "timestamp": {"timestamp": 1683058338.537004}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.537004}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.537004}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.537004}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03564119338989258 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:44157:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '44157', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.572319 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.573112 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.573112 +} +kpi_value { + floatVal: 0.999746203 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.573112 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.573112 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.573112 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.573112}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997462}, "timestamp": {"timestamp": 1683058338.573112}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.573112}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.573112}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.573112}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.043950557708740234 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:44157:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '44157', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.616742 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.6173511 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.6173511 +} +kpi_value { + floatVal: 0.999746382 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.6173511 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.6173511 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.6173511 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.617351}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997464}, "timestamp": {"timestamp": 1683058338.617351}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.617351}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.617351}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.617351}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02679920196533203 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29727:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29727', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.29676151275634766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42022:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42022", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42022:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42022", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1308.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42022:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42022", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42022:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42022", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 24.0}, {"feature": 24.0}, {"feature": 4593.0}, {"feature": 18.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 5.0}, {"feature": 1308.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 12.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 903.0}, {"feature": 6.0}, {"feature": 1102.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009588000698325535 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.00325393056205124 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005538329714909196 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0025000572204589844 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 150 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.670570 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.6709809 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.6709809 +} +kpi_value { + floatVal: 0.999746561 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.6709809 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.6709809 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.6709809 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.670981}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974656}, "timestamp": {"timestamp": 1683058338.670981}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.670981}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.670981}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.670981}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029811382293701172 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42022:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42022', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.700530 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.700721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.700721 +} +kpi_value { + floatVal: 0.99974674 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.700721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.700721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.700721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.700721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974674}, "timestamp": {"timestamp": 1683058338.700721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.700721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.700721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.700721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022404909133911133 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42022:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42022', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.723094 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.723279 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.723279 +} +kpi_value { + floatVal: 0.999746919 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.723279 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.723279 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.723279 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.723279}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997469}, "timestamp": {"timestamp": 1683058338.723279}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.723279}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.723279}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.723279}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03390359878540039 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15611:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15611', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.757141 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.7573371 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.7573371 +} +kpi_value { + floatVal: 0.999747038 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.7573371 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.7573371 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.7573371 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.757337}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974704}, "timestamp": {"timestamp": 1683058338.757337}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.757337}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.757337}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.757337}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02693796157836914 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29727:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29727', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.784216 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.7844031 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.7844031 +} +kpi_value { + floatVal: 0.999747217 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.7844031 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.7844031 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.7844031 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.784403}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997472}, "timestamp": {"timestamp": 1683058338.784403}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.784403}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.784403}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.784403}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.028510093688964844 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29727:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29727', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.812917 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.8131521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.8131521 +} +kpi_value { + floatVal: 0.999747396 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.8131521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.8131521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.8131521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.813152}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997474}, "timestamp": {"timestamp": 1683058338.813152}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.813152}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.813152}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.813152}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029420137405395508 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42034:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42034', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.842529 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.842732 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.842732 +} +kpi_value { + floatVal: 0.999747574 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.842732 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.842732 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.842732 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.842732}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997476}, "timestamp": {"timestamp": 1683058338.842732}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.842732}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.842732}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.842732}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04190230369567871 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15611:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15611', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.884575 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.884757 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.884757 +} +kpi_value { + floatVal: 0.999747753 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.884757 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.884757 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.884757 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.884757}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974775}, "timestamp": {"timestamp": 1683058338.884757}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.884757}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.884757}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.884757}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03863811492919922 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15611:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15611', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.923404 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.9236059 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.9236059 +} +kpi_value { + floatVal: 0.999747932 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.9236059 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.9236059 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.9236059 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.923606}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974793}, "timestamp": {"timestamp": 1683058338.923606}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.923606}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.923606}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.923606}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02458024024963379 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:18.948148 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058338.9483571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058338.9483571 +} +kpi_value { + floatVal: 0.999748051 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058338.9483571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058338.9483571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058338.9483571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.948357}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974805}, "timestamp": {"timestamp": 1683058338.948357}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.948357}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.948357}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058338.948357}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02403092384338379 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:18', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15611:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15611', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.3111572265625 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 629.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 629.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 925.0}, {"feature": 8.0}, {"feature": 1323.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 925.0}, {"feature": 9.0}, {"feature": 1686.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 925.0}, {"feature": 9.0}, {"feature": 1686.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 629.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 629.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 13.0}, {"feature": 925.0}, {"feature": 8.0}, {"feature": 1323.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 925.0}, {"feature": 9.0}, {"feature": 1686.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 925.0}, {"feature": 9.0}, {"feature": 1686.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 4.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009554923475035374 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003243391069063843 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005531449569389224 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0019075870513916016 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 151 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.033108 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.033376 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.033376 +} +kpi_value { + floatVal: 0.99974823 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.033376 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.033376 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.033376 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.033376}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974823}, "timestamp": {"timestamp": 1683058339.033376}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.033376}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.033376}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.033376}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022005081176757812 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.055246 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.055429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.055429 +} +kpi_value { + floatVal: 0.999748409 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.055429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.055429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.055429 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.055429}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997484}, "timestamp": {"timestamp": 1683058339.055429}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.055429}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.055429}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.055429}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.040280818939208984 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29727:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29727', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.095737 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.095938 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.095938 +} +kpi_value { + floatVal: 0.999748588 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.095938 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.095938 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.095938 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.095938}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997486}, "timestamp": {"timestamp": 1683058339.095938}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.095938}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.095938}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.095938}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023634910583496094 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29727:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29727', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.119515 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.1197419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.1197419 +} +kpi_value { + floatVal: 0.999748766 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.1197419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.1197419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.1197419 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.119742}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974877}, "timestamp": {"timestamp": 1683058339.119742}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.119742}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.119742}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.119742}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.035947561264038086 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.155639 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.1562819 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.1562819 +} +kpi_value { + floatVal: 0.999748945 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.1562819 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.1562819 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.1562819 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.156282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974895}, "timestamp": {"timestamp": 1683058339.156282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.156282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.156282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.156282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026270627975463867 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29727:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29727', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.182071 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.182276 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.182276 +} +kpi_value { + floatVal: 0.999749064 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.182276 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.182276 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.182276 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.182276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974906}, "timestamp": {"timestamp": 1683058339.182276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.182276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.182276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.182276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024082660675048828 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:41215:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '41215', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.206325 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.206522 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.206522 +} +kpi_value { + floatVal: 0.999749243 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.206522 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.206522 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.206522 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.206522}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974924}, "timestamp": {"timestamp": 1683058339.206522}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.206522}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.206522}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.206522}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027115821838378906 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:41215:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '41215', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.233578 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.233743 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.233743 +} +kpi_value { + floatVal: 0.999749422 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.233743 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.233743 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.233743 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.233743}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997494}, "timestamp": {"timestamp": 1683058339.233743}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.233743}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.233743}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.233743}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0279238224029541 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:41215:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '41215', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.261698 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.2619131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.2619131 +} +kpi_value { + floatVal: 0.999749601 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.2619131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.2619131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.2619131 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.261913}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997496}, "timestamp": {"timestamp": 1683058339.261913}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.261913}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.261913}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.261913}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03338027000427246 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.295326 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.295568 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.295568 +} +kpi_value { + floatVal: 0.99974972 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.295568 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.295568 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.295568 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.295568}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997497}, "timestamp": {"timestamp": 1683058339.295568}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.295568}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.295568}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.295568}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022502422332763672 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.2909221649169922 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 925.0}, {"feature": 9.0}, {"feature": 1686.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42024:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42024", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 5.0}, {"feature": 1175.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 621.0}, {"feature": 4.0}, {"feature": 753.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:41215:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "41215", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 14.0}, {"feature": 925.0}, {"feature": 9.0}, {"feature": 1686.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42024:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42024", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42010:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42010", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 621.0}, {"feature": 5.0}, {"feature": 1175.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009521786874086645 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003232960850139252 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005516220116987824 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0023827552795410156 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 152 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.340214 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.34042 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.34042 +} +kpi_value { + floatVal: 0.999748528 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.34042 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.34042 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.34042 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.34042}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997485}, "timestamp": {"timestamp": 1683058339.34042}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.34042}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.34042}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.34042}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025388479232788086 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13233:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13233', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.365856 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.3661759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.3661759 +} +kpi_value { + floatVal: 0.999748647 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.3661759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.3661759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.3661759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.366176}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974865}, "timestamp": {"timestamp": 1683058339.366176}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.366176}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.366176}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.366176}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03244209289550781 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:41215:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '41215', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.398497 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.398725 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.398725 +} +kpi_value { + floatVal: 0.999748826 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.398725 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.398725 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.398725 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.398725}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997488}, "timestamp": {"timestamp": 1683058339.398725}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.398725}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.398725}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.398725}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024200916290283203 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42024:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42024', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.422917 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.423244 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.423244 +} +kpi_value { + floatVal: 0.999749 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.423244 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.423244 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.423244 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.423244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999749}, "timestamp": {"timestamp": 1683058339.423244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.423244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.423244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.423244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0263214111328125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62983:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62983', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.449439 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.449677 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.449677 +} +kpi_value { + floatVal: 0.999749184 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.449677 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.449677 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.449677 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.449677}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997492}, "timestamp": {"timestamp": 1683058339.449677}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.449677}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.449677}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.449677}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02237558364868164 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62983:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62983', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.471961 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.472235 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.472235 +} +kpi_value { + floatVal: 0.999749303 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.472235 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.472235 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.472235 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.472235}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997493}, "timestamp": {"timestamp": 1683058339.472235}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.472235}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.472235}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.472235}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023223400115966797 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.495503 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.4960091 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.4960091 +} +kpi_value { + floatVal: 0.999749482 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.4960091 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.4960091 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.4960091 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.496009}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997495}, "timestamp": {"timestamp": 1683058339.496009}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.496009}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.496009}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.496009}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04453539848327637 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42010:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42010', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.540270 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.5405331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.5405331 +} +kpi_value { + floatVal: 0.99974966 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.5405331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.5405331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.5405331 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.540533}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974966}, "timestamp": {"timestamp": 1683058339.540533}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.540533}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.540533}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.540533}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.031632184982299805 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42034:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42034', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.572081 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.572309 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.572309 +} +kpi_value { + floatVal: 0.999749839 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.572309 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.572309 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.572309 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.572309}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99974984}, "timestamp": {"timestamp": 1683058339.572309}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.572309}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.572309}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.572309}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.031514644622802734 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13233:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13233', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.603856 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.60407 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.60407 +} +kpi_value { + floatVal: 0.99975 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.60407 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.60407 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.60407 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.60407}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975}, "timestamp": {"timestamp": 1683058339.60407}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.60407}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.60407}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.60407}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030202627182006836 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.300548791885376 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:52543:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52543", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1192.0}, {"feature": 8.0}, {"feature": 1644.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52543:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52543", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1192.0}, {"feature": 8.0}, {"feature": 1644.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52543:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52543", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1192.0}, {"feature": 8.0}, {"feature": 1644.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:52543:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52543", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 8.0}, {"feature": 1644.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52543:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52543", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1192.0}, {"feature": 8.0}, {"feature": 1644.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52543:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52543", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1192.0}, {"feature": 8.0}, {"feature": 1644.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:62983:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "62983", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52543:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52543", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1192.0}, {"feature": 8.0}, {"feature": 1644.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:52543:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "52543", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 18.0}, {"feature": 17.0}, {"feature": 1192.0}, {"feature": 8.0}, {"feature": 1644.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009488874089179768 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0032226337739211255 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005500990664586425 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0023665428161621094 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 153 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.654478 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.654681 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.654681 +} +kpi_value { + floatVal: 0.999750137 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.654681 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.654681 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.654681 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.654681}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975014}, "timestamp": {"timestamp": 1683058339.654681}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.654681}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.654681}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.654681}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027390241622924805 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:52543:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '52543', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.682069 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.682394 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.682394 +} +kpi_value { + floatVal: 0.999750316 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.682394 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.682394 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.682394 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.682394}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997503}, "timestamp": {"timestamp": 1683058339.682394}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.682394}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.682394}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.682394}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027172088623046875 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62983:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62983', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.709524 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.7097771 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.7097771 +} +kpi_value { + floatVal: 0.999750495 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.7097771 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.7097771 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.7097771 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.709777}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997505}, "timestamp": {"timestamp": 1683058339.709777}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.709777}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.709777}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.709777}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027140140533447266 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.736927 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.7372 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.7372 +} +kpi_value { + floatVal: 0.999750674 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.7372 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.7372 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.7372 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.7372}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997507}, "timestamp": {"timestamp": 1683058339.7372}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.7372}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.7372}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.7372}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.028219223022460938 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:52543:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '52543', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.765365 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.765584 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.765584 +} +kpi_value { + floatVal: 0.999750793 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.765584 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.765584 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.765584 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.765584}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997508}, "timestamp": {"timestamp": 1683058339.765584}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.765584}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.765584}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.765584}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025763511657714844 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:62983:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '62983', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.791322 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.7915239 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.7915239 +} +kpi_value { + floatVal: 0.999751 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.7915239 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.7915239 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.7915239 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.791524}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999751}, "timestamp": {"timestamp": 1683058339.791524}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.791524}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.791524}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.791524}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029590368270874023 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.821080 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.821341 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.821341 +} +kpi_value { + floatVal: 0.999751151 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.821341 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.821341 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.821341 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.821341}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975115}, "timestamp": {"timestamp": 1683058339.821341}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.821341}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.821341}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.821341}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024142742156982422 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13233:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13233', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.845474 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.845701 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.845701 +} +kpi_value { + floatVal: 0.999751329 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.845701 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.845701 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.845701 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.845701}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997513}, "timestamp": {"timestamp": 1683058339.845701}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.845701}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.845701}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.845701}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027047395706176758 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:52543:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '52543', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.872796 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.8737471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.8737471 +} +kpi_value { + floatVal: 0.999751449 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.8737471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.8737471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.8737471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.873747}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975145}, "timestamp": {"timestamp": 1683058339.873747}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.873747}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.873747}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.873747}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.028797149658203125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:52543:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '52543', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.901805 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.9021211 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.9021211 +} +kpi_value { + floatVal: 0.999751627 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.9021211 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.9021211 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.9021211 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.902121}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997516}, "timestamp": {"timestamp": 1683058339.902121}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.902121}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.902121}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.902121}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04932403564453125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.30509138107299805 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1273.0}, {"feature": 7.0}, {"feature": 1405.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1273.0}, {"feature": 7.0}, {"feature": 1405.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1273.0}, {"feature": 7.0}, {"feature": 1405.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 13.0}, {"feature": 1273.0}, {"feature": 7.0}, {"feature": 1405.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 8.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009465295293779632 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003212286039814289 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005516220116987824 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.002677440643310547 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 154 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:19.983344 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058339.9837339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058339.9837339 +} +kpi_value { + floatVal: 0.999751806 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058339.9837339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058339.9837339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058339.9837339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.983734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997518}, "timestamp": {"timestamp": 1683058339.983734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.983734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.983734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058339.983734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.040955543518066406 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:46041:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '46041', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.024497 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.0247729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.0247729 +} +kpi_value { + floatVal: 0.999751925 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.0247729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.0247729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.0247729 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.024773}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997519}, "timestamp": {"timestamp": 1683058340.024773}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.024773}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.024773}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.024773}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030832767486572266 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.055536 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.0558491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.0558491 +} +kpi_value { + floatVal: 0.999752104 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.0558491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.0558491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.0558491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.055849}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997521}, "timestamp": {"timestamp": 1683058340.055849}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.055849}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.055849}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.055849}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029819488525390625 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.085567 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.085856 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.085856 +} +kpi_value { + floatVal: 0.999752283 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.085856 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.085856 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.085856 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.085856}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997523}, "timestamp": {"timestamp": 1683058340.085856}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.085856}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.085856}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.085856}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024124860763549805 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13233:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13233', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.109937 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.110208 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.110208 +} +kpi_value { + floatVal: 0.999752462 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.110208 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.110208 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.110208 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.110208}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975246}, "timestamp": {"timestamp": 1683058340.110208}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.110208}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.110208}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.110208}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03293800354003906 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.143236 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.1436279 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.1436279 +} +kpi_value { + floatVal: 0.999752581 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.1436279 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.1436279 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.1436279 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.143628}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997526}, "timestamp": {"timestamp": 1683058340.143628}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.143628}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.143628}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.143628}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022533893585205078 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:46041:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '46041', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.165880 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.1660371 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.1660371 +} +kpi_value { + floatVal: 0.99975276 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.1660371 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.1660371 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.1660371 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.166037}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975276}, "timestamp": {"timestamp": 1683058340.166037}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.166037}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.166037}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.166037}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03395342826843262 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.199995 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.20028 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.20028 +} +kpi_value { + floatVal: 0.999752939 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.20028 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.20028 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.20028 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.20028}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975294}, "timestamp": {"timestamp": 1683058340.20028}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.20028}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.20028}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.20028}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030797719955444336 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.230966 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.2311859 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.2311859 +} +kpi_value { + floatVal: 0.999753058 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.2311859 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.2311859 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.2311859 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.231186}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975306}, "timestamp": {"timestamp": 1683058340.231186}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.231186}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.231186}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.231186}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026073217391967773 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13233:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13233', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.257193 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.2573991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.2573991 +} +kpi_value { + floatVal: 0.999753237 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.2573991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.2573991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.2573991 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.257399}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975324}, "timestamp": {"timestamp": 1683058340.257399}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.257399}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.257399}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.257399}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.036630868911743164 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:19', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.3201334476470947 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1428.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1428.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1449.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1428.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:46041:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "46041", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1273.0}, {"feature": 8.0}, {"feature": 1428.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1446.0}, {"feature": 4.0}, {"feature": 1446.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 4593.0}, {"feature": 8.0}, {"feature": 12981.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 4593.0}, {"feature": 9.0}, {"feature": 14379.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 4593.0}, {"feature": 10.0}, {"feature": 15777.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1449.0}, {"feature": 13.0}, {"feature": 13.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009519975647450454 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0032026260047527968 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005531449569389224 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0035872459411621094 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 155 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.326672 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.3269191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.3269191 +} +kpi_value { + floatVal: 0.999753416 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.3269191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.3269191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.3269191 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.326919}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997534}, "timestamp": {"timestamp": 1683058340.326919}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.326919}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.326919}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.326919}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03976011276245117 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:46041:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '46041', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.366646 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.3668971 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.3668971 +} +kpi_value { + floatVal: 0.999753535 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.3668971 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.3668971 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.3668971 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.366897}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975353}, "timestamp": {"timestamp": 1683058340.366897}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.366897}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.366897}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.366897}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03209972381591797 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.400552 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.400856 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.400856 +} +kpi_value { + floatVal: 0.999753714 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.400856 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.400856 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.400856 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.400856}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997537}, "timestamp": {"timestamp": 1683058340.400856}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.400856}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.400856}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.400856}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03936004638671875 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:46041:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '46041', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.440085 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.4402721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.4402721 +} +kpi_value { + floatVal: 0.999753892 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.4402721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.4402721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.4402721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.440272}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997539}, "timestamp": {"timestamp": 1683058340.440272}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.440272}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.440272}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.440272}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0740652084350586 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.514670 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.515244 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.515244 +} +kpi_value { + floatVal: 0.999754 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.515244 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.515244 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.515244 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.515244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999754}, "timestamp": {"timestamp": 1683058340.515244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.515244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.515244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.515244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027421951293945312 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.542692 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.543433 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.543433 +} +kpi_value { + floatVal: 0.99975419 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.543433 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.543433 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.543433 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.543433}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997542}, "timestamp": {"timestamp": 1683058340.543433}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.543433}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.543433}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.543433}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027365446090698242 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.570401 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.5707979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.5707979 +} +kpi_value { + floatVal: 0.999754369 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.5707979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.5707979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.5707979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.570798}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975437}, "timestamp": {"timestamp": 1683058340.570798}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.570798}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.570798}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.570798}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02939891815185547 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.600152 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.6005571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.6005571 +} +kpi_value { + floatVal: 0.999754488 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.6005571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.6005571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.6005571 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.600557}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997545}, "timestamp": {"timestamp": 1683058340.600557}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.600557}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.600557}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.600557}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021776676177978516 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.622248 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.62269 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.62269 +} +kpi_value { + floatVal: 0.999754667 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.62269 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.62269 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.62269 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.62269}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975467}, "timestamp": {"timestamp": 1683058340.62269}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.62269}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.62269}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.62269}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022948026657104492 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.645662 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.646178 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.646178 +} +kpi_value { + floatVal: 0.999754846 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.646178 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.646178 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.646178 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.646178}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975485}, "timestamp": {"timestamp": 1683058340.646178}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.646178}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.646178}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.646178}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02309250831604004 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15611:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15611', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.35099220275878906 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42024:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42024", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42024:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42024", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1449.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2076.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2076.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42024:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42024", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42024:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42024", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15611:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15611", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1250.0}, {"feature": 7.0}, {"feature": 1449.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 1016.0}, {"feature": 6.0}, {"feature": 1743.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 14.0}, {"feature": 14.0}, {"feature": 4593.0}, {"feature": 11.0}, {"feature": 17175.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2076.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 21.0}, {"feature": 18.0}, {"feature": 1244.0}, {"feature": 8.0}, {"feature": 2076.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009490984136787936 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003192548716913383 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005516220116987824 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0034017562866210938 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 156 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.694868 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.695374 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.695374 +} +kpi_value { + floatVal: 0.999754965 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.695374 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.695374 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.695374 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.695374}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975497}, "timestamp": {"timestamp": 1683058340.695374}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.695374}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.695374}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.695374}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03700995445251465 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42024:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42024', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.732206 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.7326951 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.7326951 +} +kpi_value { + floatVal: 0.999755144 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.7326951 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.7326951 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.7326951 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.732695}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975514}, "timestamp": {"timestamp": 1683058340.732695}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.732695}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.732695}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.732695}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02895522117614746 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42024:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42024', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.761583 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.762018 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.762018 +} +kpi_value { + floatVal: 0.999755323 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.762018 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.762018 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.762018 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.762018}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997553}, "timestamp": {"timestamp": 1683058340.762018}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.762018}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.762018}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.762018}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021857261657714844 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15611:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15611', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.783905 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.7843521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.7843521 +} +kpi_value { + floatVal: 0.999755442 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.7843521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.7843521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.7843521 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.784352}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975544}, "timestamp": {"timestamp": 1683058340.784352}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.784352}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.784352}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.784352}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024103164672851562 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.808404 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.8089311 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.8089311 +} +kpi_value { + floatVal: 0.999755621 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.8089311 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.8089311 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.8089311 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.808931}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997556}, "timestamp": {"timestamp": 1683058340.808931}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.808931}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.808931}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.808931}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026971817016601562 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.835813 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.8362441 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.8362441 +} +kpi_value { + floatVal: 0.9997558 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.8362441 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.8362441 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.8362441 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.836244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997558}, "timestamp": {"timestamp": 1683058340.836244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.836244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.836244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.836244}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030737876892089844 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.866920 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.8673379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.8673379 +} +kpi_value { + floatVal: 0.999755919 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.8673379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.8673379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.8673379 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.867338}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997559}, "timestamp": {"timestamp": 1683058340.867338}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.867338}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.867338}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.867338}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.04958486557006836 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.916905 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.917501 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.917501 +} +kpi_value { + floatVal: 0.999756098 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.917501 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.917501 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.917501 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.917501}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997561}, "timestamp": {"timestamp": 1683058340.917501}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.917501}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.917501}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.917501}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022737979888916016 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6537:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6537', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.939991 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.940532 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.940532 +} +kpi_value { + floatVal: 0.999756277 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.940532 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.940532 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.940532 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.940532}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997563}, "timestamp": {"timestamp": 1683058340.940532}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.940532}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.940532}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.940532}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022752046585083008 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6537:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6537', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:20.963110 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058340.9635949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058340.9635949 +} +kpi_value { + floatVal: 0.999756396 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058340.9635949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058340.9635949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058340.9635949 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.963595}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997564}, "timestamp": {"timestamp": 1683058340.963595}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.963595}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.963595}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058340.963595}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022853851318359375 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:20', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:36879:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '36879', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.3029627799987793 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 19.0}, {"feature": 1244.0}, {"feature": 9.0}, {"feature": 2421.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 9.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 4593.0}, {"feature": 12.0}, {"feature": 18573.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 19.0}, {"feature": 1244.0}, {"feature": 9.0}, {"feature": 2421.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13233:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13233", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 9.0}, {"feature": 621.0}, {"feature": 6.0}, {"feature": 1597.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009551258886731259 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003183255460029829 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005531449569389224 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.004640817642211914 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 157 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.013510 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.014282 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.014282 +} +kpi_value { + floatVal: 0.999756575 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.014282 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.014282 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.014282 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.014282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997566}, "timestamp": {"timestamp": 1683058341.014282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.014282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.014282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.014282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030933380126953125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.044827 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.0452559 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.0452559 +} +kpi_value { + floatVal: 0.999756694 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.0452559 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.0452559 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.0452559 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.045256}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997567}, "timestamp": {"timestamp": 1683058341.045256}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.045256}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.045256}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.045256}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.033261775970458984 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.078254 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.0784919 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.0784919 +} +kpi_value { + floatVal: 0.999756873 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.0784919 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.0784919 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.0784919 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.078492}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997569}, "timestamp": {"timestamp": 1683058341.078492}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.078492}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.078492}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.078492}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.028383255004882812 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.106924 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.1073029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.1073029 +} +kpi_value { + floatVal: 0.999757051 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.1073029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.1073029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.1073029 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.107303}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975705}, "timestamp": {"timestamp": 1683058341.107303}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.107303}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.107303}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.107303}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02895212173461914 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.136006 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.1361921 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.1361921 +} +kpi_value { + floatVal: 0.999757171 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.1361921 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.1361921 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.1361921 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.136192}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997572}, "timestamp": {"timestamp": 1683058341.136192}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.136192}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.136192}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.136192}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02298879623413086 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.159478 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.16024 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.16024 +} +kpi_value { + floatVal: 0.999757349 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.16024 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.16024 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.16024 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.16024}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975735}, "timestamp": {"timestamp": 1683058341.16024}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.16024}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.16024}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.16024}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02712273597717285 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.186951 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.1873469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.1873469 +} +kpi_value { + floatVal: 0.999757469 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.1873469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.1873469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.1873469 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.187347}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975747}, "timestamp": {"timestamp": 1683058341.187347}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.187347}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.187347}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.187347}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03700876235961914 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6537:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6537', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.224365 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.2248249 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.2248249 +} +kpi_value { + floatVal: 0.999757648 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.2248249 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.2248249 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.2248249 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.224825}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975765}, "timestamp": {"timestamp": 1683058341.224825}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.224825}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.224825}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.224825}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02981424331665039 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.254607 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.2550249 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.2550249 +} +kpi_value { + floatVal: 0.999757826 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.2550249 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.2550249 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.2550249 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.255025}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997578}, "timestamp": {"timestamp": 1683058341.255025}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.255025}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.255025}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.255025}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024804115295410156 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:36879:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '36879', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.279746 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.280283 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.280283 +} +kpi_value { + floatVal: 0.999757946 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.280283 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.280283 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.280283 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.280283}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975795}, "timestamp": {"timestamp": 1683058341.280283}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.280283}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.280283}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.280283}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02625584602355957 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13233:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13233', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.30533623695373535 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2039.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1483.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42034:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42034", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 20.0}, {"feature": 18.0}, {"feature": 1483.0}, {"feature": 9.0}, {"feature": 2039.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42012:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42012", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 21.0}, {"feature": 19.0}, {"feature": 1483.0}, {"feature": 10.0}, {"feature": 2062.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009524278509241965 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003173345954907508 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005516220116987824 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.002395153045654297 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 158 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.332527 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.3329549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.3329549 +} +kpi_value { + floatVal: 0.999758124 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.3329549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.3329549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.3329549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.332955}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997581}, "timestamp": {"timestamp": 1683058341.332955}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.332955}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.332955}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.332955}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02402210235595703 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.356942 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.3573971 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.3573971 +} +kpi_value { + floatVal: 0.999758244 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.3573971 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.3573971 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.3573971 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.357397}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975824}, "timestamp": {"timestamp": 1683058341.357397}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.357397}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.357397}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.357397}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02326226234436035 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.380523 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.381058 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.381058 +} +kpi_value { + floatVal: 0.999758422 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.381058 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.381058 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.381058 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.381058}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997584}, "timestamp": {"timestamp": 1683058341.381058}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.381058}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.381058}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.381058}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023058176040649414 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42034:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42034', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.404010 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.40446 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.40446 +} +kpi_value { + floatVal: 0.999758601 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.40446 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.40446 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.40446 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.40446}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997586}, "timestamp": {"timestamp": 1683058341.40446}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.40446}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.40446}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.40446}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.031018495559692383 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.435388 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.435899 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.435899 +} +kpi_value { + floatVal: 0.99975872 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.435899 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.435899 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.435899 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.435899}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997587}, "timestamp": {"timestamp": 1683058341.435899}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.435899}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.435899}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.435899}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03055286407470703 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.466279 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.4667339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.4667339 +} +kpi_value { + floatVal: 0.999758899 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.4667339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.4667339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.4667339 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.466734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997589}, "timestamp": {"timestamp": 1683058341.466734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.466734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.466734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.466734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.028477907180786133 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.495069 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.495496 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.495496 +} +kpi_value { + floatVal: 0.999759 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.495496 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.495496 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.495496 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.495496}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999759}, "timestamp": {"timestamp": 1683058341.495496}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.495496}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.495496}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.495496}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030999183654785156 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:36879:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '36879', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.526450 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.526911 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.526911 +} +kpi_value { + floatVal: 0.999759197 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.526911 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.526911 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.526911 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.526911}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997592}, "timestamp": {"timestamp": 1683058341.526911}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.526911}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.526911}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.526911}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024323463439941406 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.551148 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.551604 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.551604 +} +kpi_value { + floatVal: 0.999759316 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.551604 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.551604 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.551604 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.551604}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997593}, "timestamp": {"timestamp": 1683058341.551604}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.551604}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.551604}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.551604}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025080204010009766 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42012:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42012', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.576609 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.5770471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.5770471 +} +kpi_value { + floatVal: 0.999759495 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.5770471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.5770471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.5770471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.577047}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997595}, "timestamp": {"timestamp": 1683058341.577047}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.577047}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.577047}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.577047}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0313420295715332 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.2846710681915283 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 19.0}, {"feature": 1244.0}, {"feature": 9.0}, {"feature": 2421.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 19.0}, {"feature": 1244.0}, {"feature": 9.0}, {"feature": 2421.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1446.0}, {"feature": 5.0}, {"feature": 1881.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:36879:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "36879", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 18.0}, {"feature": 18.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009495750217516936 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0031635543834556677 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005500990664586425 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0024156570434570312 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 159 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.627681 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.628181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.628181 +} +kpi_value { + floatVal: 0.999759614 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.628181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.628181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.628181 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.628181}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997596}, "timestamp": {"timestamp": 1683058341.628181}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.628181}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.628181}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.628181}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.030199050903320312 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6537:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6537', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.658267 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.658783 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.658783 +} +kpi_value { + floatVal: 0.999759793 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.658783 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.658783 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.658783 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.658783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997598}, "timestamp": {"timestamp": 1683058341.658783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.658783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.658783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.658783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021966218948364258 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:36879:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '36879', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.680515 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.68099 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.68099 +} +kpi_value { + floatVal: 0.99976 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.68099 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.68099 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.68099 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.68099}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976}, "timestamp": {"timestamp": 1683058341.68099}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.68099}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.68099}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.68099}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021920204162597656 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.702772 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.7032821 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.7032821 +} +kpi_value { + floatVal: 0.999760091 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.7032821 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.7032821 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.7032821 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.703282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997601}, "timestamp": {"timestamp": 1683058341.703282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.703282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.703282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.703282}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021846294403076172 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.724958 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.725534 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.725534 +} +kpi_value { + floatVal: 0.99976027 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.725534 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.725534 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.725534 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.725534}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976027}, "timestamp": {"timestamp": 1683058341.725534}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.725534}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.725534}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.725534}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02628469467163086 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.751644 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.7520931 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.7520931 +} +kpi_value { + floatVal: 0.999760389 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.7520931 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.7520931 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.7520931 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.752093}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997604}, "timestamp": {"timestamp": 1683058341.752093}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.752093}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.752093}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.752093}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023423194885253906 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.775423 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.7759609 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.7759609 +} +kpi_value { + floatVal: 0.999760568 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.7759609 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.7759609 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.7759609 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.775961}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976057}, "timestamp": {"timestamp": 1683058341.775961}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.775961}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.775961}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.775961}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022510766983032227 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.798305 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.798867 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.798867 +} +kpi_value { + floatVal: 0.999760687 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.798867 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.798867 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.798867 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.798867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997607}, "timestamp": {"timestamp": 1683058341.798867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.798867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.798867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.798867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02391338348388672 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.822875 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.823442 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.823442 +} +kpi_value { + floatVal: 0.999760866 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.823442 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.823442 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.823442 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.823442}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976087}, "timestamp": {"timestamp": 1683058341.823442}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.823442}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.823442}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.823442}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022867441177368164 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.846117 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.846812 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.846812 +} +kpi_value { + floatVal: 0.999761 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.846812 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.846812 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.846812 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.846812}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999761}, "timestamp": {"timestamp": 1683058341.846812}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.846812}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.846812}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.846812}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03583216667175293 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25152:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25152', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.2649245262145996 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 588.0}, {"feature": 4.0}, {"feature": 655.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42030:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42030", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 4593.0}, {"feature": 13.0}, {"feature": 19971.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 13.0}, {"feature": 10.0}, {"feature": 199.0}, {"feature": 5.0}, {"feature": 400.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 5.0}, {"feature": 132.0}, {"feature": 1.0}, {"feature": 132.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 588.0}, {"feature": 4.0}, {"feature": 655.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42030:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42030", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009507379596470855 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0031536868734035766 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005516220116987824 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.00295257568359375 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 160 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.917229 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.9174781 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.9174781 +} +kpi_value { + floatVal: 0.999761164 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.9174781 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.9174781 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.9174781 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.917478}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976116}, "timestamp": {"timestamp": 1683058341.917478}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.917478}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.917478}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.917478}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03140902519226074 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.948779 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.9489479 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.9489479 +} +kpi_value { + floatVal: 0.999761283 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.9489479 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.9489479 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.9489479 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.948948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997613}, "timestamp": {"timestamp": 1683058341.948948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.948948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.948948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.948948}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02041029930114746 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.969371 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.969553 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.969553 +} +kpi_value { + floatVal: 0.999761462 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.969553 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.969553 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.969553 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.969553}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976146}, "timestamp": {"timestamp": 1683058341.969553}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.969553}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.969553}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.969553}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02402973175048828 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:21.993541 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058341.993721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058341.993721 +} +kpi_value { + floatVal: 0.999761581 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058341.993721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058341.993721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058341.993721 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.993721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997616}, "timestamp": {"timestamp": 1683058341.993721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.993721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.993721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058341.993721}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022985458374023438 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.016684 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.0168669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.0168669 +} +kpi_value { + floatVal: 0.99976176 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.0168669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.0168669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.0168669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.016867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976176}, "timestamp": {"timestamp": 1683058342.016867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.016867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.016867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.016867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027373075485229492 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.044237 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.0445471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.0445471 +} +kpi_value { + floatVal: 0.999761879 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.0445471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.0445471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.0445471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.044547}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997619}, "timestamp": {"timestamp": 1683058342.044547}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.044547}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.044547}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.044547}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.031217575073242188 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25152:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25152', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.075640 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.0758979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.0758979 +} +kpi_value { + floatVal: 0.999762058 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.0758979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.0758979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.0758979 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.075898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976206}, "timestamp": {"timestamp": 1683058342.075898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.075898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.075898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.075898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021923065185546875 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25152:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25152', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.097715 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.097898 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.097898 +} +kpi_value { + floatVal: 0.999762177 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.097898 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.097898 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.097898 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.097898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997622}, "timestamp": {"timestamp": 1683058342.097898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.097898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.097898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.097898}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03202199935913086 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.129915 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.1301179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.1301179 +} +kpi_value { + floatVal: 0.999762356 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.1301179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.1301179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.1301179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.130118}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976236}, "timestamp": {"timestamp": 1683058342.130118}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.130118}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.130118}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.130118}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020941734313964844 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.151156 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.151438 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.151438 +} +kpi_value { + floatVal: 0.999762475 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.151438 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.151438 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.151438 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.151438}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997625}, "timestamp": {"timestamp": 1683058342.151438}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.151438}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.151438}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.151438}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020674943923950195 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:21', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42030:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42030', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.26233863830566406 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 588.0}, {"feature": 4.0}, {"feature": 655.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 1044.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 1044.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:54913:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "54913", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 20.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29542:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29542", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 23.0}, {"feature": 21.0}, {"feature": 1483.0}, {"feature": 11.0}, {"feature": 2085.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1492.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 588.0}, {"feature": 4.0}, {"feature": 655.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 7.0}, {"feature": 549.0}, {"feature": 4.0}, {"feature": 616.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 1044.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:13088:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "13088", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 588.0}, {"feature": 5.0}, {"feature": 1044.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:54913:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "54913", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009486052274171795 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0031439933006909655 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005531449569389224 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.002379179000854492 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 161 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.252470 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.2527561 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.2527561 +} +kpi_value { + floatVal: 0.999762654 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.2527561 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.2527561 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.2527561 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.252756}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976265}, "timestamp": {"timestamp": 1683058342.252756}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.252756}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.252756}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.252756}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.034876108169555664 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.287506 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.287714 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.287714 +} +kpi_value { + floatVal: 0.999762774 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.287714 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.287714 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.287714 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.287714}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997628}, "timestamp": {"timestamp": 1683058342.287714}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.287714}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.287714}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.287714}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026336669921875 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29542:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29542', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.314231 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.3147061 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.3147061 +} +kpi_value { + floatVal: 0.999762952 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.3147061 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.3147061 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.3147061 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.314706}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976295}, "timestamp": {"timestamp": 1683058342.314706}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.314706}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.314706}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.314706}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02395939826965332 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.338525 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.338871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.338871 +} +kpi_value { + floatVal: 0.999763072 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.338871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.338871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.338871 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.338871}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997631}, "timestamp": {"timestamp": 1683058342.338871}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.338871}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.338871}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.338871}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025394201278686523 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25152:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25152', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.364186 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.364542 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.364542 +} +kpi_value { + floatVal: 0.99976325 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.364542 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.364542 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.364542 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.364542}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976325}, "timestamp": {"timestamp": 1683058342.364542}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.364542}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.364542}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.364542}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024457693099975586 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.388963 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.389333 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.389333 +} +kpi_value { + floatVal: 0.99976337 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.389333 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.389333 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.389333 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.389333}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976337}, "timestamp": {"timestamp": 1683058342.389333}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.389333}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.389333}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.389333}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021749496459960938 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:53507:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '53507', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.411000 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.4113491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.4113491 +} +kpi_value { + floatVal: 0.999762177 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.4113491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.4113491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.4113491 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.411349}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997622}, "timestamp": {"timestamp": 1683058342.411349}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.411349}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.411349}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.411349}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02269268035888672 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:53507:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '53507', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.433958 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.4344461 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.4344461 +} +kpi_value { + floatVal: 0.999760747 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.4344461 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.4344461 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.4344461 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.434446}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976075}, "timestamp": {"timestamp": 1683058342.434446}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.434446}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.434446}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.434446}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02373981475830078 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.457963 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.4584451 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.4584451 +} +kpi_value { + floatVal: 0.999760926 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.4584451 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.4584451 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.4584451 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.458445}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997609}, "timestamp": {"timestamp": 1683058342.458445}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.458445}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.458445}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.458445}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029032468795776367 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:13088:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '13088', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.487411 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.48785 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.48785 +} +kpi_value { + floatVal: 0.999761045 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.48785 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.48785 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.48785 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.48785}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976104}, "timestamp": {"timestamp": 1683058342.48785}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.48785}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.48785}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.48785}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024351119995117188 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:54913:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '54913', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.26776576042175293 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1398.0}, {"feature": 1.0}, {"feature": 1398.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 4593.0}, {"feature": 2.0}, {"feature": 4593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 4593.0}, {"feature": 3.0}, {"feature": 5991.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009473381020749608 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0031343158342134005 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005538329714909196 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0026030540466308594 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 162 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.559686 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.560142 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.560142 +} +kpi_value { + floatVal: 0.999759912 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.560142 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.560142 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.560142 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.560142}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997599}, "timestamp": {"timestamp": 1683058342.560142}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.560142}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.560142}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.560142}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027613401412963867 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.587619 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.5881591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.5881591 +} +kpi_value { + floatVal: 0.99975872 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.5881591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.5881591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.5881591 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.588159}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997587}, "timestamp": {"timestamp": 1683058342.588159}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.588159}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.588159}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.588159}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025481224060058594 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.613426 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.613941 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.613941 +} +kpi_value { + floatVal: 0.99975729 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.613941 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.613941 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.613941 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.613941}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997573}, "timestamp": {"timestamp": 1683058342.613941}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.613941}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.613941}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.613941}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02527904510498047 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.639044 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.6395259 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.6395259 +} +kpi_value { + floatVal: 0.999755919 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.6395259 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.6395259 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.6395259 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.639526}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997559}, "timestamp": {"timestamp": 1683058342.639526}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.639526}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.639526}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.639526}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02330613136291504 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.662677 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.6631229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.6631229 +} +kpi_value { + floatVal: 0.999756098 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.6631229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.6631229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.6631229 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.663123}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997561}, "timestamp": {"timestamp": 1683058342.663123}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.663123}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.663123}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.663123}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02342963218688965 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.686476 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.686964 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.686964 +} +kpi_value { + floatVal: 0.999756217 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.686964 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.686964 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.686964 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.686964}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997562}, "timestamp": {"timestamp": 1683058342.686964}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.686964}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.686964}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.686964}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02373218536376953 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.710579 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.711117 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.711117 +} +kpi_value { + floatVal: 0.999756396 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.711117 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.711117 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.711117 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.711117}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997564}, "timestamp": {"timestamp": 1683058342.711117}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.711117}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.711117}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.711117}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026075363159179688 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.736986 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.737443 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.737443 +} +kpi_value { + floatVal: 0.999756515 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.737443 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.737443 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.737443 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.737443}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997565}, "timestamp": {"timestamp": 1683058342.737443}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.737443}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.737443}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.737443}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03267717361450195 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.769830 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.7700281 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.7700281 +} +kpi_value { + floatVal: 0.999756694 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.7700281 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.7700281 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.7700281 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.770028}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997567}, "timestamp": {"timestamp": 1683058342.770028}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.770028}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.770028}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.770028}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03769207000732422 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.808305 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.80888 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.80888 +} +kpi_value { + floatVal: 0.999756813 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.80888 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.80888 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.80888 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.80888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997568}, "timestamp": {"timestamp": 1683058342.80888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.80888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.80888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.80888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.034624576568603516 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:53507:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '53507', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.2919595241546631 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:42030:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42030", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42030:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42030", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 6.0}, {"feature": 789.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42030:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42030", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 19.0}, {"feature": 19.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42030:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42030", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 4593.0}, {"feature": 16.0}, {"feature": 24165.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 6.0}, {"feature": 132.0}, {"feature": 2.0}, {"feature": 264.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 9.0}, {"feature": 8.0}, {"feature": 588.0}, {"feature": 6.0}, {"feature": 789.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 4593.0}, {"feature": 4.0}, {"feature": 7389.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009451848126239389 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0031248067687963364 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005545209860429168 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0027878284454345703 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 163 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.883399 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.8838141 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.8838141 +} +kpi_value { + floatVal: 0.999757 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.8838141 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.8838141 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.8838141 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.883814}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999757}, "timestamp": {"timestamp": 1683058342.883814}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.883814}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.883814}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.883814}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026716947555541992 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42030:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42030', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.910301 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.9105 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.9105 +} +kpi_value { + floatVal: 0.999757171 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.9105 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.9105 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.9105 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.9105}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997572}, "timestamp": {"timestamp": 1683058342.9105}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.9105}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.9105}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.9105}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022432565689086914 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42030:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42030', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.932908 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.9331369 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.9331369 +} +kpi_value { + floatVal: 0.99975729 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.9331369 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.9331369 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.9331369 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.933137}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997573}, "timestamp": {"timestamp": 1683058342.933137}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.933137}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.933137}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.933137}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024738073348999023 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:53507:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '53507', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.957792 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.957994 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.957994 +} +kpi_value { + floatVal: 0.999757469 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.957994 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.957994 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.957994 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.957994}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975747}, "timestamp": {"timestamp": 1683058342.957994}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.957994}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.957994}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.957994}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02338862419128418 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:22.981323 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058342.9815049 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058342.9815049 +} +kpi_value { + floatVal: 0.999757588 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058342.9815049 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058342.9815049 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058342.9815049 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.981505}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997576}, "timestamp": {"timestamp": 1683058342.981505}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.981505}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.981505}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058342.981505}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022305011749267578 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.003800 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.004004 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.004004 +} +kpi_value { + floatVal: 0.999757767 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.004004 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.004004 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.004004 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.004004}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975777}, "timestamp": {"timestamp": 1683058343.004004}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.004004}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.004004}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.004004}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.020611286163330078 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.024537 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.0247021 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.0247021 +} +kpi_value { + floatVal: 0.999757886 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.0247021 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.0247021 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.0247021 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.024702}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997579}, "timestamp": {"timestamp": 1683058343.024702}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.024702}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.024702}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.024702}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.036093711853027344 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:53507:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '53507', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.060968 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.061363 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.061363 +} +kpi_value { + floatVal: 0.999758065 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.061363 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.061363 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.061363 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.061363}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975806}, "timestamp": {"timestamp": 1683058343.061363}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.061363}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.061363}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.061363}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022209644317626953 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49725:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49725', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.083538 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.083976 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.083976 +} +kpi_value { + floatVal: 0.999758184 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.083976 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.083976 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.083976 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.083976}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997582}, "timestamp": {"timestamp": 1683058343.083976}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.083976}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.083976}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.083976}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022062063217163086 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:53507:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '53507', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.105947 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.1063769 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.1063769 +} +kpi_value { + floatVal: 0.999758363 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.1063769 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.1063769 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.1063769 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.106377}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975836}, "timestamp": {"timestamp": 1683058343.106377}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.106377}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.106377}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.106377}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0220186710357666 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:22', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.25438618659973145 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:54913:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "54913", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:54913:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "54913", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 7.0}, {"feature": 1178.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 19.0}, {"feature": 1244.0}, {"feature": 9.0}, {"feature": 2421.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:54913:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "54913", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:61214:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "61214", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 7.0}, {"feature": 132.0}, {"feature": 3.0}, {"feature": 396.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:53507:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "53507", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 4593.0}, {"feature": 5.0}, {"feature": 8787.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:54913:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "54913", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 9.0}, {"feature": 588.0}, {"feature": 7.0}, {"feature": 1178.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 199.0}, {"feature": 2.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 199.0}, {"feature": 3.0}, {"feature": 266.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 19.0}, {"feature": 1244.0}, {"feature": 9.0}, {"feature": 2421.0}, {"feature": 20.0}, {"feature": 20.0}, {"feature": 1469.0}, {"feature": 6.0}, {"feature": 1904.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009433132462862243 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0031153569879148737 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005570704815909266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0023484230041503906 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 164 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.149344 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.1497829 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.1497829 +} +kpi_value { + floatVal: 0.999758482 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.1497829 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.1497829 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.1497829 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.149783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997585}, "timestamp": {"timestamp": 1683058343.149783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.149783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.149783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.149783}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02373528480529785 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:54913:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '54913', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.173443 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.173888 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.173888 +} +kpi_value { + floatVal: 0.999757051 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.173888 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.173888 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.173888 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.173888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975705}, "timestamp": {"timestamp": 1683058343.173888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.173888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.173888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.173888}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021860361099243164 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:53507:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '53507', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.195627 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.19602 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.19602 +} +kpi_value { + floatVal: 0.99975723 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.19602 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.19602 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.19602 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.19602}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975723}, "timestamp": {"timestamp": 1683058343.19602}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.19602}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.19602}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.19602}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02996826171875 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:61214:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '61214', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.226959 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.2272489 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.2272489 +} +kpi_value { + floatVal: 0.999757349 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.2272489 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.2272489 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.2272489 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.227249}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975735}, "timestamp": {"timestamp": 1683058343.227249}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.227249}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.227249}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.227249}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02162456512451172 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:53507:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '53507', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.248923 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.249315 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.249315 +} +kpi_value { + floatVal: 0.999757528 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.249315 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.249315 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.249315 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.249315}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997575}, "timestamp": {"timestamp": 1683058343.249315}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.249315}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.249315}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.249315}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02313542366027832 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.272378 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.272723 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.272723 +} +kpi_value { + floatVal: 0.999757648 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.272723 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.272723 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.272723 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.272723}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975765}, "timestamp": {"timestamp": 1683058343.272723}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.272723}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.272723}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.272723}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022318124771118164 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:54913:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '54913', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.295190 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.295866 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.295866 +} +kpi_value { + floatVal: 0.999757826 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.295866 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.295866 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.295866 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.295866}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997578}, "timestamp": {"timestamp": 1683058343.295866}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.295866}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.295866}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.295866}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023966073989868164 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.319695 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.3201079 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.3201079 +} +kpi_value { + floatVal: 0.999757946 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.3201079 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.3201079 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.3201079 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.320108}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975795}, "timestamp": {"timestamp": 1683058343.320108}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.320108}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.320108}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.320108}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02309703826904297 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49725:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49725', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.343185 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.3440909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.3440909 +} +kpi_value { + floatVal: 0.999758124 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.3440909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.3440909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.3440909 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.344091}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997581}, "timestamp": {"timestamp": 1683058343.344091}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.344091}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.344091}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.344091}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024065017700195312 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49725:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49725', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.367695 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.368119 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.368119 +} +kpi_value { + floatVal: 0.999758244 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.368119 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.368119 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.368119 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.368119}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975824}, "timestamp": {"timestamp": 1683058343.368119}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.368119}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.368119}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.368119}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022870779037475586 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6537:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6537', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.2506542205810547 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 966.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15283:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15283", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 813.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:54913:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "54913", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:54913:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "54913", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 19.0}, {"feature": 1244.0}, {"feature": 9.0}, {"feature": 2421.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 588.0}, {"feature": 6.0}, {"feature": 789.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42018:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42018", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42018:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42018", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 966.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 966.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15283:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15283", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 10.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 813.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:54913:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "54913", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 14.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:54913:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "54913", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 22.0}, {"feature": 19.0}, {"feature": 1244.0}, {"feature": 9.0}, {"feature": 2421.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 14.0}, {"feature": 11.0}, {"feature": 588.0}, {"feature": 6.0}, {"feature": 789.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42018:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42018", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 22.0}, {"feature": 22.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42018:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42018", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 23.0}, {"feature": 23.0}, {"feature": 4593.0}, {"feature": 17.0}, {"feature": 25563.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 966.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.000942315929569304 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0031059284246744887 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005596199771389365 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0030608177185058594 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 165 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.421307 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.4218669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.4218669 +} +kpi_value { + floatVal: 0.999758422 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.4218669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.4218669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.4218669 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.421867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997584}, "timestamp": {"timestamp": 1683058343.421867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.421867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.421867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.421867}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.026645421981811523 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25152:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25152', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.448447 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.4490969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.4490969 +} +kpi_value { + floatVal: 0.999758542 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.4490969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.4490969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.4490969 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.449097}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975854}, "timestamp": {"timestamp": 1683058343.449097}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.449097}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.449097}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.449097}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02571845054626465 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15283:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15283', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.474624 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.4750359 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.4750359 +} +kpi_value { + floatVal: 0.99975872 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.4750359 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.4750359 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.4750359 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.475036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997587}, "timestamp": {"timestamp": 1683058343.475036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.475036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.475036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.475036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.027170181274414062 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:54913:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '54913', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.502167 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.5028219 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.5028219 +} +kpi_value { + floatVal: 0.99975884 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.5028219 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.5028219 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.5028219 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.502822}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975884}, "timestamp": {"timestamp": 1683058343.502822}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.502822}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.502822}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.502822}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.033354759216308594 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:44157:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '44157', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.536164 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.536665 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.536665 +} +kpi_value { + floatVal: 0.999759 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.536665 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.536665 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.536665 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.536665}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.999759}, "timestamp": {"timestamp": 1683058343.536665}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.536665}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.536665}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.536665}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.03765439987182617 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:54913:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '54913', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.574137 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.57455 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.57455 +} +kpi_value { + floatVal: 0.999759138 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.57455 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.57455 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.57455 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.57455}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975914}, "timestamp": {"timestamp": 1683058343.57455}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.57455}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.57455}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.57455}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02343916893005371 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6537:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6537', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.597745 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.5981059 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.5981059 +} +kpi_value { + floatVal: 0.999759257 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.5981059 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.5981059 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.5981059 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.598106}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975926}, "timestamp": {"timestamp": 1683058343.598106}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.598106}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.598106}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.598106}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023962974548339844 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.622019 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.622468 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.622468 +} +kpi_value { + floatVal: 0.999759436 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.622468 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.622468 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.622468 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.622468}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975944}, "timestamp": {"timestamp": 1683058343.622468}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.622468}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.622468}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.622468}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024567127227783203 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42018:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42018', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.646867 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.6472759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.6472759 +} +kpi_value { + floatVal: 0.999759555 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.6472759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.6472759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.6472759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.647276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975955}, "timestamp": {"timestamp": 1683058343.647276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.647276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.647276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.647276}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02210402488708496 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42018:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42018', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.669290 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.669734 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.669734 +} +kpi_value { + floatVal: 0.999759734 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.669734 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.669734 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.669734 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.669734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975973}, "timestamp": {"timestamp": 1683058343.669734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.669734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.669734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.669734}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02315378189086914 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25152:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25152', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.2823669910430908 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 1567.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 629.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15283:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15283", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 813.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 966.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 629.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 1567.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 1567.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42038:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42038", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 4593.0}, {"feature": 6.0}, {"feature": 10185.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 629.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15283:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15283", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 813.0}, {"feature": 11.0}, {"feature": 11.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:25152:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "25152", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 10.0}, {"feature": 8.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 966.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:42036:192.168.1.115:443", "ip_d": "192.168.1.115", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "42036", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 293.0}, {"feature": 1.0}, {"feature": 293.0}, {"feature": 17.0}, {"feature": 17.0}, {"feature": 4593.0}, {"feature": 14.0}, {"feature": 21369.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:29727:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "29727", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 8.0}, {"feature": 7.0}, {"feature": 562.0}, {"feature": 4.0}, {"feature": 629.0}, {"feature": 7.0}, {"feature": 7.0}, {"feature": 581.0}, {"feature": 2.0}, {"feature": 581.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 1567.0}, {"feature": 8.0}, {"feature": 8.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009399195081071861 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.003096712086396216 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005570704815909266 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.002412080764770508 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 166 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.720137 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.7206471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.7206471 +} +kpi_value { + floatVal: 0.999759853 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.7206471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.7206471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.7206471 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.720647}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99975985}, "timestamp": {"timestamp": 1683058343.720647}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.720647}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.720647}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.720647}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022022485733032227 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.742560 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.742986 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.742986 +} +kpi_value { + floatVal: 0.999760032 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.742986 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.742986 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.742986 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.742986}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976003}, "timestamp": {"timestamp": 1683058343.742986}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.742986}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.742986}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.742986}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022580862045288086 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42038:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42038', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.765512 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.766036 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.766036 +} +kpi_value { + floatVal: 0.999760151 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.766036 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.766036 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.766036 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.766036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976015}, "timestamp": {"timestamp": 1683058343.766036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.766036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.766036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.766036}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022893190383911133 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29727:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29727', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.788745 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.7892179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.7892179 +} +kpi_value { + floatVal: 0.99976033 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.7892179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.7892179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.7892179 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.789218}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997603}, "timestamp": {"timestamp": 1683058343.789218}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.789218}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.789218}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.789218}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022136449813842773 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49725:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49725', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.811306 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.811759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.811759 +} +kpi_value { + floatVal: 0.999760449 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.811759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.811759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.811759 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.811759}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976045}, "timestamp": {"timestamp": 1683058343.811759}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.811759}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.811759}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.811759}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02192831039428711 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:49725:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '49725', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.833658 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.8341219 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.8341219 +} +kpi_value { + floatVal: 0.999760568 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.8341219 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.8341219 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.8341219 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.834122}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976057}, "timestamp": {"timestamp": 1683058343.834122}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.834122}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.834122}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.834122}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.029408693313598633 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15283:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15283', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.863505 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.8640549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.8640549 +} +kpi_value { + floatVal: 0.999760747 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.8640549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.8640549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.8640549 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.864055}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976075}, "timestamp": {"timestamp": 1683058343.864055}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.864055}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.864055}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.864055}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022155046463012695 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:25152:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '25152', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.886137 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.88659 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.88659 +} +kpi_value { + floatVal: 0.999760866 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.88659 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.88659 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.88659 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.88659}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976087}, "timestamp": {"timestamp": 1683058343.88659}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.88659}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.88659}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.88659}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02365565299987793 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.115', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:42036:192.168.1.115:443', 'protocol': 'TCP', 'port_o': '42036', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.910189 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.91067 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.91067 +} +kpi_value { + floatVal: 0.999761045 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.91067 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.91067 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.91067 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.91067}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976104}, "timestamp": {"timestamp": 1683058343.91067}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.91067}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.91067}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.91067}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0230255126953125 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:29727:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '29727', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:23.933649 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:11:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058343.9341569 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058343.9341569 +} +kpi_value { + floatVal: 0.999761164 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058343.9341569 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058343.9341569 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058343.9341569 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.934157}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99976116}, "timestamp": {"timestamp": 1683058343.934157}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.934157}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.934157}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058343.934157}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.025265932083129883 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:23', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.24780941009521484 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 1567.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 23.0}, {"feature": 20.0}, {"feature": 1244.0}, {"feature": 9.0}, {"feature": 2421.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2073.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 588.0}, {"feature": 7.0}, {"feature": 1178.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:15283:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15283", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 813.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 1956.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 15.0}, {"feature": 15.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 2050.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 11.0}, {"feature": 10.0}, {"feature": 588.0}, {"feature": 8.0}, {"feature": 1567.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6537:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6537", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 23.0}, {"feature": 20.0}, {"feature": 1244.0}, {"feature": 9.0}, {"feature": 2421.0}, {"feature": 21.0}, {"feature": 21.0}, {"feature": 1469.0}, {"feature": 7.0}, {"feature": 1927.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 16.0}, {"feature": 15.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2073.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:21996:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "21996", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 12.0}, {"feature": 588.0}, {"feature": 7.0}, {"feature": 1178.0}, {"feature": 10.0}, {"feature": 10.0}, {"feature": 146.0}, {"feature": 2.0}, {"feature": 292.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:15283:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "15283", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 15.0}, {"feature": 11.0}, {"feature": 549.0}, {"feature": 5.0}, {"feature": 813.0}, {"feature": 12.0}, {"feature": 12.0}, {"feature": 581.0}, {"feature": 3.0}, {"feature": 1016.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:6267:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "6267", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 12.0}, {"feature": 11.0}, {"feature": 588.0}, {"feature": 9.0}, {"feature": 1956.0}, {"feature": 9.0}, {"feature": 9.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 2.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.000938073092023145 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0030875182223372424 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005596199771389365 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.002800464630126953 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 167 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.020936 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:No KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.0004868507385253906 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:44157:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '44157', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.021727 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058344.022207 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058344.022207 +} +kpi_value { + floatVal: 1 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058344.022207 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058344.022207 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058344.022207 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.022207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 1.0}, "timestamp": {"timestamp": 1683058344.022207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.022207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.022207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.022207}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02405381202697754 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.046144 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058344.046639 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058344.046639 +} +kpi_value { + floatVal: 1 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058344.046639 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058344.046639 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058344.046639 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.046639}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 1.0}, "timestamp": {"timestamp": 1683058344.046639}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.046639}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.046639}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.046639}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02196526527404785 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6537:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6537', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.068490 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058344.0689869 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058344.0689869 +} +kpi_value { + floatVal: 1 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058344.0689869 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058344.0689869 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058344.0689869 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.068987}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 1.0}, "timestamp": {"timestamp": 1683058344.068987}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.068987}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.068987}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.068987}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024574756622314453 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:44157:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '44157', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.093475 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058344.093931 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058344.093931 +} +kpi_value { + floatVal: 1 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058344.093931 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058344.093931 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058344.093931 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.093931}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 1.0}, "timestamp": {"timestamp": 1683058344.093931}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.093931}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.093931}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.093931}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.022168397903442383 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:21996:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '21996', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.116021 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058344.1165791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058344.1165791 +} +kpi_value { + floatVal: 1 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058344.1165791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058344.1165791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058344.1165791 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.116579}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 1.0}, "timestamp": {"timestamp": 1683058344.116579}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.116579}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.116579}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.116579}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.023220062255859375 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:15283:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '15283', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.139858 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058344.141408 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058344.141408 +} +kpi_value { + floatVal: 1 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058344.141408 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058344.141408 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058344.141408 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.141408}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 1.0}, "timestamp": {"timestamp": 1683058344.141408}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.141408}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.141408}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.141408}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02500128746032715 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 1.0, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.3', 'ip_d': '192.168.1.198', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.3:6267:192.168.1.198:443', 'protocol': 'TCP', 'port_o': '6267', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.165402 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058344.166081 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058344.166081 +} +kpi_value { + floatVal: 1 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058344.166081 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058344.166081 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058344.166081 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.166081}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 1.0}, "timestamp": {"timestamp": 1683058344.166081}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.166081}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.166081}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.166081}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.040541887283325195 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9978645443916321, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.15', 'ip_d': '91.121.140.167', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.15:59218:91.121.140.167:443', 'protocol': 'TCP', 'port_o': '59218', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False negative: ip_o: 10.100.200.15 +port_o: 59218 +ip_d: 91.121.140.167 +port_d: 443 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.206313 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058344.206599 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058344.206599 +} +kpi_value { + floatVal: 0.99973309 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058344.206599 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058344.206599 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058344.206599 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.206599}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9997331}, "timestamp": {"timestamp": 1683058344.206599}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.206599}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.206599}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.206599}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.021816730499267578 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9974504113197327, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.15', 'ip_d': '91.121.140.167', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.15:59218:91.121.140.167:443', 'protocol': 'TCP', 'port_o': '59218', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False negative: ip_o: 10.100.200.15 +port_o: 59218 +ip_d: 91.121.140.167 +port_d: 443 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.228399 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058344.228677 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058344.228677 +} +kpi_value { + floatVal: 0.999479413 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058344.228677 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058344.228677 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058344.228677 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.228677}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.9994794}, "timestamp": {"timestamp": 1683058344.228677}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.228677}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.228677}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.228677}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.024244070053100586 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9975987672805786, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.15', 'ip_d': '91.121.140.167', 'tag_name': 'Normal', 'tag': 0, 'flow_id': '10.100.200.15:59218:91.121.140.167:443', 'protocol': 'TCP', 'port_o': '59218', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +INFO:root:No attack detected +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:False negative: ip_o: 10.100.200.15 +port_o: 59218 +ip_d: 91.121.140.167 +port_d: 443 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, metrics processed"} +DEBUG:root:Metrics: 10 +DEBUG:root:Batch time: 0.23985505104064941 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics reply: {"message": "OK, information received."} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeBatchConnectionStatistics request: {"metrics": [{"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 283.0}, {"feature": 1.0}, {"feature": 283.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 283.0}, {"feature": 1.0}, {"feature": 283.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]}, {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2073.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 283.0}, {"feature": 1.0}, {"feature": 283.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1335.0}, {"feature": 1.0}, {"feature": 1335.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 283.0}, {"feature": 1.0}, {"feature": 283.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1335.0}, {"feature": 1.0}, {"feature": 1335.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 409.0}, {"feature": 2.0}, {"feature": 409.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1335.0}, {"feature": 1.0}, {"feature": 1335.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 409.0}, {"feature": 2.0}, {"feature": 409.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 1593.0}, {"feature": 2.0}, {"feature": 1593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 965.0}, {"feature": 3.0}, {"feature": 965.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 1593.0}, {"feature": 2.0}, {"feature": 1593.0}]}, {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 965.0}, {"feature": 3.0}, {"feature": 965.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 2113.0}, {"feature": 3.0}, {"feature": 2113.0}]}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 283.0}, {"feature": 1.0}, {"feature": 283.0}, {"feature": 1.0}, {"feature": 1.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:49725:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "49725", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 7.0}, {"feature": 6.0}, {"feature": 199.0}, {"feature": 4.0}, {"feature": 333.0}, {"feature": 6.0}, {"feature": 6.0}, {"feature": 146.0}, {"feature": 1.0}, {"feature": 146.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 283.0}, {"feature": 1.0}, {"feature": 283.0}, {"feature": 2.0}, {"feature": 2.0}, {"feature": 0.0}, {"feature": 0.0}, {"feature": 0.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.3:44157:192.168.1.198:443", "ip_d": "192.168.1.198", "ip_o": "10.100.200.3", "port_d": "443", "port_o": "44157", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 17.0}, {"feature": 16.0}, {"feature": 1408.0}, {"feature": 6.0}, {"feature": 1408.0}, {"feature": 16.0}, {"feature": 16.0}, {"feature": 1469.0}, {"feature": 8.0}, {"feature": 2073.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 3.0}, {"feature": 2.0}, {"feature": 283.0}, {"feature": 1.0}, {"feature": 283.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1335.0}, {"feature": 1.0}, {"feature": 1335.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 4.0}, {"feature": 3.0}, {"feature": 283.0}, {"feature": 1.0}, {"feature": 283.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1335.0}, {"feature": 1.0}, {"feature": 1335.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 409.0}, {"feature": 2.0}, {"feature": 409.0}, {"feature": 3.0}, {"feature": 3.0}, {"feature": 1335.0}, {"feature": 1.0}, {"feature": 1335.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 5.0}, {"feature": 4.0}, {"feature": 409.0}, {"feature": 2.0}, {"feature": 409.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 1593.0}, {"feature": 2.0}, {"feature": 1593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 965.0}, {"feature": 3.0}, {"feature": 965.0}, {"feature": 4.0}, {"feature": 4.0}, {"feature": 1593.0}, {"feature": 2.0}, {"feature": 1593.0}]} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics reply: {"message": "Ok, information received"} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:AnalyzeConnectionStatistics request: {"connection_metadata": {"flow_id": "10.100.200.15:59218:91.121.140.167:443", "ip_d": "91.121.140.167", "ip_o": "10.100.200.15", "port_d": "443", "port_o": "59218", "protocol": "TCP", "time_end": 1683058300.0, "time_start": 1683058300.0}, "features": [{"feature": 6.0}, {"feature": 5.0}, {"feature": 965.0}, {"feature": 3.0}, {"feature": 965.0}, {"feature": 5.0}, {"feature": 5.0}, {"feature": 2113.0}, {"feature": 3.0}, {"feature": 2113.0}]} +DEBUG:root:Performing inference... 936cfe45-ca1c-42f5-a8db-e0beef8de1b9 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:x_data.shape: (10, 10) +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Average inference time: 0.0009360874669038735 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Max inference time: 0.03961883101146668 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Min inference time: 0.0003253309987485409 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Standard deviation inference time: 0.0030784224099501324 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Median inference time: 0.0005599595024250448 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Inference performed in 0.0021066665649414062 seconds +INFO:root:Inference performed correctly +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:inference_results length: 168 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:current_time: 2023-05-02 20:12:24.282261 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_start: 2023-05-02 20:12:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:time_interval_end: 2023-05-02 20:13:23.989500 +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:service_id: +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Sending KPIs to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_security_status: kpi_id { + kpi_id { + uuid: "1" + } +} +timestamp { + timestamp: 1683058344.282599 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_conf: kpi_id { + kpi_id { + uuid: "2" + } +} +timestamp { + timestamp: 1683058344.282599 +} +kpi_value { + floatVal: 0.99929136 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attack_conns: kpi_id { + kpi_id { + uuid: "3" + } +} +timestamp { + timestamp: 1683058344.282599 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_compromised_clients: kpi_id { + kpi_id { + uuid: "4" + } +} +timestamp { + timestamp: 1683058344.282599 +} +kpi_value { + int32Val: 0 +} + +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:kpi_unique_attackers: kpi_id { + kpi_id { + uuid: "5" + } +} +timestamp { + timestamp: 1683058344.282599 +} +kpi_value { + int32Val: 0 +} + +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "1"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.282599}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "2"}}, "kpi_value": {"floatVal": 0.99929136}, "timestamp": {"timestamp": 1683058344.282599}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "3"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.282599}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "4"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.282599}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi: {"kpi_id": {"kpi_id": {"uuid": "5"}}, "kpi_value": {"int32Val": 0}, "timestamp": {"timestamp": 1683058344.282599}} +DEBUG:monitoring.client.MonitoringClient:IncludeKpi result: {} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:KPIs sent to monitoring server +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Monitoring KPIs performed in 0.02570199966430664 seconds +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:cryptomining_detector_output: {'confidence': 0.9999993443489075, 'timestamp': '02/05/2023 20:12:24', 'ip_o': '10.100.200.15', 'ip_d': '91.121.140.167', 'tag_name': 'Crypto', 'tag': 1, 'flow_id': '10.100.200.15:59218:91.121.140.167:443', 'protocol': 'TCP', 'port_o': '59218', 'port_d': '443', 'ml_id': 'crypto_5g_rf_spider_features.onnx', 'service_id': , 'endpoint_id': , 'time_start': 1683058304.0, 'time_end': 1683058304.0} +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Crypto attack detected +INFO:root:Notifying the Attack Mitigator component about the attack in order to block the connection... +INFO:root:Sending the connection information to the Attack Mitigator component... +DEBUG:l3_attackmitigator.client.l3_attackmitigatorClient:PerformMitigation request: confidence: 0.999999344 +timestamp: "02/05/2023 20:12:24" +ip_o: "10.100.200.15" +ip_d: "91.121.140.167" +tag_name: "Crypto" +tag: 1 +flow_id: "10.100.200.15:59218:91.121.140.167:443" +protocol: "TCP" +port_o: "59218" +port_d: "443" +ml_id: "crypto_5g_rf_spider_features.onnx" +service_id { +} +endpoint_id { +} +time_start: 1.6830583e+09 +time_end: 1.6830583e+09 + diff --git a/cad_logs_5.txt b/cad_logs_5.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ed76a8c1e9a7aeb3f539993ab575b8db2027d98 --- /dev/null +++ b/cad_logs_5.txt @@ -0,0 +1,12 @@ +INFO:__main__:Starting... +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorService:Starting Service (tentative endpoint: 0.0.0.0:10001, max_workers: 10)... +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Creating Centralized Attack Detector Service +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Cryptomining Detector Features: [3.0, 5.0, 7.0, 8.0, 9.0, 17.0, 19.0, 21.0, 22.0, 23.0] +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:Batch size: 10 +DEBUG:monitoring.client.MonitoringClient:Creating channel to 10.152.183.227:7070... +DEBUG:monitoring.client.MonitoringClient:Channel created +DEBUG:l3_attackmitigator.client.l3_attackmitigatorClient:Creating channel to l3-attackmitigatorservice:10002... +DEBUG:l3_attackmitigator.client.l3_attackmitigatorClient:Channel created +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl:This replica's identifier is: 84c48a95-dedc-4d31-a2f8-358a0237f320 +INFO:l3_centralizedattackdetector.service.l3_centralizedattackdetectorService:Listening on 0.0.0.0:10001... +DEBUG:l3_centralizedattackdetector.service.l3_centralizedattackdetectorService:Service started diff --git a/complete_deploy.sh b/complete_deploy.sh index 55203816504db3977ed61a87669c3e0d14be486b..a855c1bea7926bb686ac6307aaedfb7e74542c4f 100755 --- a/complete_deploy.sh +++ b/complete_deploy.sh @@ -1,5 +1,3 @@ -./src/tests/ofc22/run_test_03_delete_service.sh -./src/tests/ofc22/run_test_04_cleanup.sh source src/tests/ofc22/deploy_specs.sh source my_deploy.sh ./deploy/all.sh diff --git a/context_log.txt b/context_log.txt deleted file mode 100644 index 18c9fe6730d3e4579d197a77044d601cff75cb5f..0000000000000000000000000000000000000000 --- a/context_log.txt +++ /dev/null @@ -1,352 +0,0 @@ ------ Database Dump [350 entries] ------------------------- - [ set] ConfigModel/instances :: {'ConfigModel[device:O1-OLS]', 'ConfigModel[device:R1-EMU]', 'ConfigModel[device:R2-EMU]', 'ConfigModel[device:R3-EMU]', 'ConfigModel[device:R4-EMU]', 'ConfigModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'ConfigModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'ConfigModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [dict] ConfigModel[device:O1-OLS] :: {'pk': 'device:O1-OLS'} - [ set] ConfigModel[device:O1-OLS]/references :: {'ConfigRuleModel[device:O1-OLS:7c37bcc9d7da2ed0]:config_fk', 'ConfigRuleModel[device:O1-OLS:aa1d87393c2da18f]:config_fk', 'ConfigRuleModel[device:O1-OLS:f6375bd686aa2c41]:config_fk', 'ConfigRuleModel[device:O1-OLS:f73c52bd76367d5a]:config_fk', 'ConfigRuleModel[device:O1-OLS:faaa9c3822ae9ef5]:config_fk', 'DeviceModel[O1-OLS]:device_config_fk'} - [dict] ConfigModel[device:R1-EMU] :: {'pk': 'device:R1-EMU'} - [ set] ConfigModel[device:R1-EMU]/references :: {'ConfigRuleModel[device:R1-EMU:12c9c718d9ac6747]:config_fk', 'ConfigRuleModel[device:R1-EMU:1c866816c259d93e]:config_fk', 'ConfigRuleModel[device:R1-EMU:1f2c29a2ccdd6f7d]:config_fk', 'ConfigRuleModel[device:R1-EMU:22cf36c15d004427]:config_fk', 'ConfigRuleModel[device:R1-EMU:37f08a4556d5f075]:config_fk', 'ConfigRuleModel[device:R1-EMU:382141e06f4db0e2]:config_fk', 'ConfigRuleModel[device:R1-EMU:390d0b8a78f82580]:config_fk', 'ConfigRuleModel[device:R1-EMU:475c541762fb5355]:config_fk', 'ConfigRuleModel[device:R1-EMU:6517a61a42790218]:config_fk', 'ConfigRuleModel[device:R1-EMU:805bd6225e567b1d]:config_fk', 'ConfigRuleModel[device:R1-EMU:8b6d609b9a7f630d]:config_fk', 'ConfigRuleModel[device:R1-EMU:9aa606743f1a5c8b]:config_fk', 'ConfigRuleModel[device:R1-EMU:ada98fef7799cb1c]:config_fk', 'ConfigRuleModel[device:R1-EMU:ae8ed9058472a689]:config_fk', 'ConfigRuleModel[device:R1-EMU:b997b49360ea9126]:config_fk', 'ConfigRuleModel[device:R1-EMU:c2e47d4e7b1e1196]:config_fk', 'ConfigRuleModel[device:R1-EMU:c355a5dc5d8bcc2e]:config_fk', 'ConfigRuleModel[device:R1-EMU:dad44c5d1433e452]:config_fk', 'ConfigRuleModel[device:R1-EMU:e737053d4d7a850a]:config_fk', 'ConfigRuleModel[device:R1-EMU:f07a4e126a282992]:config_fk', 'ConfigRuleModel[device:R1-EMU:f63d8ab35d66d164]:config_fk', 'ConfigRuleModel[device:R1-EMU:fcfc644ca6d58a52]:config_fk', 'DeviceModel[R1-EMU]:device_config_fk'} - [dict] ConfigModel[device:R2-EMU] :: {'pk': 'device:R2-EMU'} - [ set] ConfigModel[device:R2-EMU]/references :: {'ConfigRuleModel[device:R2-EMU:805bd6225e567b1d]:config_fk', 'ConfigRuleModel[device:R2-EMU:ada98fef7799cb1c]:config_fk', 'DeviceModel[R2-EMU]:device_config_fk'} - [dict] ConfigModel[device:R3-EMU] :: {'pk': 'device:R3-EMU'} - [ set] ConfigModel[device:R3-EMU]/references :: {'ConfigRuleModel[device:R3-EMU:10c36f90777109a1]:config_fk', 'ConfigRuleModel[device:R3-EMU:12c9c718d9ac6747]:config_fk', 'ConfigRuleModel[device:R3-EMU:1c866816c259d93e]:config_fk', 'ConfigRuleModel[device:R3-EMU:1f2c29a2ccdd6f7d]:config_fk', 'ConfigRuleModel[device:R3-EMU:22cf36c15d004427]:config_fk', 'ConfigRuleModel[device:R3-EMU:37f08a4556d5f075]:config_fk', 'ConfigRuleModel[device:R3-EMU:382141e06f4db0e2]:config_fk', 'ConfigRuleModel[device:R3-EMU:390d0b8a78f82580]:config_fk', 'ConfigRuleModel[device:R3-EMU:475c541762fb5355]:config_fk', 'ConfigRuleModel[device:R3-EMU:6517a61a42790218]:config_fk', 'ConfigRuleModel[device:R3-EMU:805bd6225e567b1d]:config_fk', 'ConfigRuleModel[device:R3-EMU:8b6d609b9a7f630d]:config_fk', 'ConfigRuleModel[device:R3-EMU:9aa606743f1a5c8b]:config_fk', 'ConfigRuleModel[device:R3-EMU:ada98fef7799cb1c]:config_fk', 'ConfigRuleModel[device:R3-EMU:ae8ed9058472a689]:config_fk', 'ConfigRuleModel[device:R3-EMU:b997b49360ea9126]:config_fk', 'ConfigRuleModel[device:R3-EMU:c2e47d4e7b1e1196]:config_fk', 'ConfigRuleModel[device:R3-EMU:c355a5dc5d8bcc2e]:config_fk', 'ConfigRuleModel[device:R3-EMU:dad44c5d1433e452]:config_fk', 'ConfigRuleModel[device:R3-EMU:e737053d4d7a850a]:config_fk', 'ConfigRuleModel[device:R3-EMU:f07a4e126a282992]:config_fk', 'ConfigRuleModel[device:R3-EMU:f63d8ab35d66d164]:config_fk', 'DeviceModel[R3-EMU]:device_config_fk'} - [dict] ConfigModel[device:R4-EMU] :: {'pk': 'device:R4-EMU'} - [ set] ConfigModel[device:R4-EMU]/references :: {'ConfigRuleModel[device:R4-EMU:805bd6225e567b1d]:config_fk', 'ConfigRuleModel[device:R4-EMU:ada98fef7799cb1c]:config_fk', 'DeviceModel[R4-EMU]:device_config_fk'} - [dict] ConfigModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845] :: {'pk': 'service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845'} - [ set] ConfigModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]/references :: {'ConfigRuleModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845:ee08b9e24e960191]:config_fk', 'ServiceModel[admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]:service_config_fk'} - [dict] ConfigModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e] :: {'pk': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e'} - [ set] ConfigModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]/references :: {'ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]:config_fk', 'ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]:config_fk', 'ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]:config_fk', 'ServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]:service_config_fk'} - [dict] ConfigModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e] :: {'pk': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e'} - [ set] ConfigModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]/references :: {'ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]:config_fk', 'ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]:config_fk', 'ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]:config_fk', 'SliceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]:slice_config_fk'} - [ set] ConfigRuleCustomModel/instances :: {'ConfigRuleCustomModel[device:O1-OLS:7c37bcc9d7da2ed0]', 'ConfigRuleCustomModel[device:O1-OLS:aa1d87393c2da18f]', 'ConfigRuleCustomModel[device:O1-OLS:f6375bd686aa2c41]', 'ConfigRuleCustomModel[device:O1-OLS:f73c52bd76367d5a]', 'ConfigRuleCustomModel[device:O1-OLS:faaa9c3822ae9ef5]', 'ConfigRuleCustomModel[device:R1-EMU:12c9c718d9ac6747]', 'ConfigRuleCustomModel[device:R1-EMU:1c866816c259d93e]', 'ConfigRuleCustomModel[device:R1-EMU:1f2c29a2ccdd6f7d]', 'ConfigRuleCustomModel[device:R1-EMU:22cf36c15d004427]', 'ConfigRuleCustomModel[device:R1-EMU:37f08a4556d5f075]', 'ConfigRuleCustomModel[device:R1-EMU:382141e06f4db0e2]', 'ConfigRuleCustomModel[device:R1-EMU:390d0b8a78f82580]', 'ConfigRuleCustomModel[device:R1-EMU:475c541762fb5355]', 'ConfigRuleCustomModel[device:R1-EMU:6517a61a42790218]', 'ConfigRuleCustomModel[device:R1-EMU:805bd6225e567b1d]', 'ConfigRuleCustomModel[device:R1-EMU:8b6d609b9a7f630d]', 'ConfigRuleCustomModel[device:R1-EMU:9aa606743f1a5c8b]', 'ConfigRuleCustomModel[device:R1-EMU:ada98fef7799cb1c]', 'ConfigRuleCustomModel[device:R1-EMU:ae8ed9058472a689]', 'ConfigRuleCustomModel[device:R1-EMU:b997b49360ea9126]', 'ConfigRuleCustomModel[device:R1-EMU:c2e47d4e7b1e1196]', 'ConfigRuleCustomModel[device:R1-EMU:c355a5dc5d8bcc2e]', 'ConfigRuleCustomModel[device:R1-EMU:dad44c5d1433e452]', 'ConfigRuleCustomModel[device:R1-EMU:e737053d4d7a850a]', 'ConfigRuleCustomModel[device:R1-EMU:f07a4e126a282992]', 'ConfigRuleCustomModel[device:R1-EMU:f63d8ab35d66d164]', 'ConfigRuleCustomModel[device:R1-EMU:fcfc644ca6d58a52]', 'ConfigRuleCustomModel[device:R2-EMU:805bd6225e567b1d]', 'ConfigRuleCustomModel[device:R2-EMU:ada98fef7799cb1c]', 'ConfigRuleCustomModel[device:R3-EMU:10c36f90777109a1]', 'ConfigRuleCustomModel[device:R3-EMU:12c9c718d9ac6747]', 'ConfigRuleCustomModel[device:R3-EMU:1c866816c259d93e]', 'ConfigRuleCustomModel[device:R3-EMU:1f2c29a2ccdd6f7d]', 'ConfigRuleCustomModel[device:R3-EMU:22cf36c15d004427]', 'ConfigRuleCustomModel[device:R3-EMU:37f08a4556d5f075]', 'ConfigRuleCustomModel[device:R3-EMU:382141e06f4db0e2]', 'ConfigRuleCustomModel[device:R3-EMU:390d0b8a78f82580]', 'ConfigRuleCustomModel[device:R3-EMU:475c541762fb5355]', 'ConfigRuleCustomModel[device:R3-EMU:6517a61a42790218]', 'ConfigRuleCustomModel[device:R3-EMU:805bd6225e567b1d]', 'ConfigRuleCustomModel[device:R3-EMU:8b6d609b9a7f630d]', 'ConfigRuleCustomModel[device:R3-EMU:9aa606743f1a5c8b]', 'ConfigRuleCustomModel[device:R3-EMU:ada98fef7799cb1c]', 'ConfigRuleCustomModel[device:R3-EMU:ae8ed9058472a689]', 'ConfigRuleCustomModel[device:R3-EMU:b997b49360ea9126]', 'ConfigRuleCustomModel[device:R3-EMU:c2e47d4e7b1e1196]', 'ConfigRuleCustomModel[device:R3-EMU:c355a5dc5d8bcc2e]', 'ConfigRuleCustomModel[device:R3-EMU:dad44c5d1433e452]', 'ConfigRuleCustomModel[device:R3-EMU:e737053d4d7a850a]', 'ConfigRuleCustomModel[device:R3-EMU:f07a4e126a282992]', 'ConfigRuleCustomModel[device:R3-EMU:f63d8ab35d66d164]', 'ConfigRuleCustomModel[device:R4-EMU:805bd6225e567b1d]', 'ConfigRuleCustomModel[device:R4-EMU:ada98fef7799cb1c]', 'ConfigRuleCustomModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845:ee08b9e24e960191]', 'ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]', 'ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]', 'ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]', 'ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]', 'ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]', 'ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]'} - [dict] ConfigRuleCustomModel[device:O1-OLS:7c37bcc9d7da2ed0] :: {'key': '/service[82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'pk_auto': 'device:O1-OLS:7c37bcc9d7da2ed0', 'value': '{"capacity_unit": "GHz", "capacity_value": 50.0, "direction": "UNIDIRECTIONAL", "input_sip": "aade6001-f00b-5e2f-a357-6a0a9d3de870", "layer_protocol_name": "PHOTONIC_MEDIA", "layer_protocol_qualifier": "tapi-photonic-media:PHOTONIC_LAYER_QUALIFIER_NMC", "output_sip": "0ef74f99-1acc-57bd-ab9d-4b958b06c513", "uuid": "82d53bf9-3293-4e9c-bcbc-27929c6b1845"}'} - [ set] ConfigRuleCustomModel[device:O1-OLS:7c37bcc9d7da2ed0]/references :: {'ConfigRuleModel[device:O1-OLS:7c37bcc9d7da2ed0]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:O1-OLS:aa1d87393c2da18f] :: {'key': '/endpoints/endpoint[50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]', 'pk_auto': 'device:O1-OLS:aa1d87393c2da18f', 'value': '{"sample_types": {}, "type": "optical", "uuid": "50296d99-58cc-5ce7-82f5-fc8ee4eec2ec"}'} - [ set] ConfigRuleCustomModel[device:O1-OLS:aa1d87393c2da18f]/references :: {'ConfigRuleModel[device:O1-OLS:aa1d87393c2da18f]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:O1-OLS:f6375bd686aa2c41] :: {'key': '/endpoints/endpoint[0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'pk_auto': 'device:O1-OLS:f6375bd686aa2c41', 'value': '{"sample_types": {}, "type": "optical", "uuid": "0ef74f99-1acc-57bd-ab9d-4b958b06c513"}'} - [ set] ConfigRuleCustomModel[device:O1-OLS:f6375bd686aa2c41]/references :: {'ConfigRuleModel[device:O1-OLS:f6375bd686aa2c41]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:O1-OLS:f73c52bd76367d5a] :: {'key': '/endpoints/endpoint[eb287d83-f05e-53ec-ab5a-adf6bd2b5418]', 'pk_auto': 'device:O1-OLS:f73c52bd76367d5a', 'value': '{"sample_types": {}, "type": "optical", "uuid": "eb287d83-f05e-53ec-ab5a-adf6bd2b5418"}'} - [ set] ConfigRuleCustomModel[device:O1-OLS:f73c52bd76367d5a]/references :: {'ConfigRuleModel[device:O1-OLS:f73c52bd76367d5a]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:O1-OLS:faaa9c3822ae9ef5] :: {'key': '/endpoints/endpoint[aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'pk_auto': 'device:O1-OLS:faaa9c3822ae9ef5', 'value': '{"sample_types": {}, "type": "optical", "uuid": "aade6001-f00b-5e2f-a357-6a0a9d3de870"}'} - [ set] ConfigRuleCustomModel[device:O1-OLS:faaa9c3822ae9ef5]/references :: {'ConfigRuleModel[device:O1-OLS:faaa9c3822ae9ef5]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:12c9c718d9ac6747] :: {'key': '/network_instance[d2b1d435858e-NetInst]/inter_instance_policies[d2b1d435858e-NetInst_export]', 'pk_auto': 'device:R1-EMU:12c9c718d9ac6747', 'value': '{"export_policy": "d2b1d435858e-NetInst_export", "name": "d2b1d435858e-NetInst"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:12c9c718d9ac6747]/references :: {'ConfigRuleModel[device:R1-EMU:12c9c718d9ac6747]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:1c866816c259d93e] :: {'key': '/network_instance[d2b1d435858e-NetInst]/table_connections[STATIC][BGP][IPV4]', 'pk_auto': 'device:R1-EMU:1c866816c259d93e', 'value': '{"address_family": "IPV4", "dst_protocol": "BGP", "name": "d2b1d435858e-NetInst", "src_protocol": "STATIC"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:1c866816c259d93e]/references :: {'ConfigRuleModel[device:R1-EMU:1c866816c259d93e]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:1f2c29a2ccdd6f7d] :: {'key': '/interface[13/0/0]', 'pk_auto': 'device:R1-EMU:1f2c29a2ccdd6f7d', 'value': '{"description": "d838a77b-0fbc-4a8c-835a-d2b1d435858e-NetIf", "mtu": 1512, "name": "13/0/0"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:1f2c29a2ccdd6f7d]/references :: {'ConfigRuleModel[device:R1-EMU:1f2c29a2ccdd6f7d]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:22cf36c15d004427] :: {'key': '/routing_policy/policy_definition[d2b1d435858e-NetInst_export]', 'pk_auto': 'device:R1-EMU:22cf36c15d004427', 'value': '{"policy_name": "d2b1d435858e-NetInst_export"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:22cf36c15d004427]/references :: {'ConfigRuleModel[device:R1-EMU:22cf36c15d004427]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:37f08a4556d5f075] :: {'key': '/interface[13/0/0]/subinterface[0]', 'pk_auto': 'device:R1-EMU:37f08a4556d5f075', 'value': '{"address_ip": "0.0.0.0", "address_prefix": 24, "description": "d838a77b-0fbc-4a8c-835a-d2b1d435858e-NetSubIf", "index": 0, "name": "13/0/0", "vlan_id": 1}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:37f08a4556d5f075]/references :: {'ConfigRuleModel[device:R1-EMU:37f08a4556d5f075]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:382141e06f4db0e2] :: {'key': '/routing_policy/policy_definition[d2b1d435858e-NetInst_import]', 'pk_auto': 'device:R1-EMU:382141e06f4db0e2', 'value': '{"policy_name": "d2b1d435858e-NetInst_import"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:382141e06f4db0e2]/references :: {'ConfigRuleModel[device:R1-EMU:382141e06f4db0e2]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:390d0b8a78f82580] :: {'key': '/network_instance[d2b1d435858e-NetInst]/inter_instance_policies[d2b1d435858e-NetInst_import]', 'pk_auto': 'device:R1-EMU:390d0b8a78f82580', 'value': '{"import_policy": "d2b1d435858e-NetInst_import", "name": "d2b1d435858e-NetInst"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:390d0b8a78f82580]/references :: {'ConfigRuleModel[device:R1-EMU:390d0b8a78f82580]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:475c541762fb5355] :: {'key': '/network_instance[d2b1d435858e-NetInst]/protocols[BGP]', 'pk_auto': 'device:R1-EMU:475c541762fb5355', 'value': '{"as": 65000, "identifier": "BGP", "name": "d2b1d435858e-NetInst", "protocol_name": "BGP"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:475c541762fb5355]/references :: {'ConfigRuleModel[device:R1-EMU:475c541762fb5355]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:6517a61a42790218] :: {'key': '/routing_policy/bgp_defined_set[d2b1d435858e-NetInst_rt_import]', 'pk_auto': 'device:R1-EMU:6517a61a42790218', 'value': '{"ext_community_set_name": "d2b1d435858e-NetInst_rt_import"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:6517a61a42790218]/references :: {'ConfigRuleModel[device:R1-EMU:6517a61a42790218]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:805bd6225e567b1d] :: {'key': '/endpoints/endpoint[13/0/0]', 'pk_auto': 'device:R1-EMU:805bd6225e567b1d', 'value': '{"sample_types": {}, "type": "optical", "uuid": "13/0/0"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:805bd6225e567b1d]/references :: {'ConfigRuleModel[device:R1-EMU:805bd6225e567b1d]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:8b6d609b9a7f630d] :: {'key': '/routing_policy/policy_definition[d2b1d435858e-NetInst_export]/statement[3]', 'pk_auto': 'device:R1-EMU:8b6d609b9a7f630d', 'value': '{"ext_community_set_name": "d2b1d435858e-NetInst_rt_export", "match_set_options": "ANY", "policy_name": "d2b1d435858e-NetInst_export", "policy_result": "ACCEPT_ROUTE", "statement_name": "3"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:8b6d609b9a7f630d]/references :: {'ConfigRuleModel[device:R1-EMU:8b6d609b9a7f630d]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:9aa606743f1a5c8b] :: {'key': '/routing_policy/policy_definition[d2b1d435858e-NetInst_import]/statement[3]', 'pk_auto': 'device:R1-EMU:9aa606743f1a5c8b', 'value': '{"ext_community_set_name": "d2b1d435858e-NetInst_rt_import", "match_set_options": "ANY", "policy_name": "d2b1d435858e-NetInst_import", "policy_result": "ACCEPT_ROUTE", "statement_name": "3"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:9aa606743f1a5c8b]/references :: {'ConfigRuleModel[device:R1-EMU:9aa606743f1a5c8b]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:ada98fef7799cb1c] :: {'key': '/endpoints/endpoint[13/1/2]', 'pk_auto': 'device:R1-EMU:ada98fef7799cb1c', 'value': '{"sample_types": {"101": "/endpoints/endpoint[13/1/2]/state/packets_transmitted", "102": "/endpoints/endpoint[13/1/2]/state/packets_received", "201": "/endpoints/endpoint[13/1/2]/state/bytes_transmitted", "202": "/endpoints/endpoint[13/1/2]/state/bytes_received"}, "type": "copper", "uuid": "13/1/2"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:ada98fef7799cb1c]/references :: {'ConfigRuleModel[device:R1-EMU:ada98fef7799cb1c]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:ae8ed9058472a689] :: {'key': '/network_instance[d2b1d435858e-NetInst]/table_connections[DIRECTLY_CONNECTED][BGP][IPV4]', 'pk_auto': 'device:R1-EMU:ae8ed9058472a689', 'value': '{"address_family": "IPV4", "dst_protocol": "BGP", "name": "d2b1d435858e-NetInst", "src_protocol": "DIRECTLY_CONNECTED"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:ae8ed9058472a689]/references :: {'ConfigRuleModel[device:R1-EMU:ae8ed9058472a689]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:b997b49360ea9126] :: {'key': '/network_instance[d2b1d435858e-NetInst]', 'pk_auto': 'device:R1-EMU:b997b49360ea9126', 'value': '{"description": "d838a77b-0fbc-4a8c-835a-d2b1d435858e-NetIf", "name": "d2b1d435858e-NetInst", "route_distinguisher": "0:0", "type": "L3VRF"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:b997b49360ea9126]/references :: {'ConfigRuleModel[device:R1-EMU:b997b49360ea9126]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:c2e47d4e7b1e1196] :: {'key': '/network_instance[d2b1d435858e-NetInst]/interface[13/1/2.300]', 'pk_auto': 'device:R1-EMU:c2e47d4e7b1e1196', 'value': '{"id": "13/1/2.300", "interface": "13/1/2", "name": "d2b1d435858e-NetInst", "subinterface": 400}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:c2e47d4e7b1e1196]/references :: {'ConfigRuleModel[device:R1-EMU:c2e47d4e7b1e1196]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:c355a5dc5d8bcc2e] :: {'key': '/interface[13/1/2]', 'pk_auto': 'device:R1-EMU:c355a5dc5d8bcc2e', 'value': '{"description": "d838a77b-0fbc-4a8c-835a-d2b1d435858e-NetIf", "mtu": 1512, "name": "13/1/2"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:c355a5dc5d8bcc2e]/references :: {'ConfigRuleModel[device:R1-EMU:c355a5dc5d8bcc2e]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:dad44c5d1433e452] :: {'key': '/routing_policy/bgp_defined_set[d2b1d435858e-NetInst_rt_export][route-target:65000:333]', 'pk_auto': 'device:R1-EMU:dad44c5d1433e452', 'value': '{"ext_community_member": "route-target:65000:333", "ext_community_set_name": "d2b1d435858e-NetInst_rt_export"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:dad44c5d1433e452]/references :: {'ConfigRuleModel[device:R1-EMU:dad44c5d1433e452]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:e737053d4d7a850a] :: {'key': '/routing_policy/bgp_defined_set[d2b1d435858e-NetInst_rt_export]', 'pk_auto': 'device:R1-EMU:e737053d4d7a850a', 'value': '{"ext_community_set_name": "d2b1d435858e-NetInst_rt_export"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:e737053d4d7a850a]/references :: {'ConfigRuleModel[device:R1-EMU:e737053d4d7a850a]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:f07a4e126a282992] :: {'key': '/network_instance[d2b1d435858e-NetInst]/interface[13/0/0.1]', 'pk_auto': 'device:R1-EMU:f07a4e126a282992', 'value': '{"id": "13/0/0.1", "interface": "13/0/0", "name": "d2b1d435858e-NetInst", "subinterface": 0}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:f07a4e126a282992]/references :: {'ConfigRuleModel[device:R1-EMU:f07a4e126a282992]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:f63d8ab35d66d164] :: {'key': '/routing_policy/bgp_defined_set[d2b1d435858e-NetInst_rt_import][route-target:65000:333]', 'pk_auto': 'device:R1-EMU:f63d8ab35d66d164', 'value': '{"ext_community_member": "route-target:65000:333", "ext_community_set_name": "d2b1d435858e-NetInst_rt_import"}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:f63d8ab35d66d164]/references :: {'ConfigRuleModel[device:R1-EMU:f63d8ab35d66d164]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R1-EMU:fcfc644ca6d58a52] :: {'key': '/interface[13/1/2]/subinterface[400]', 'pk_auto': 'device:R1-EMU:fcfc644ca6d58a52', 'value': '{"address_ip": "3.3.2.1", "address_prefix": 24, "description": "d838a77b-0fbc-4a8c-835a-d2b1d435858e-NetSubIf", "index": 400, "name": "13/1/2", "vlan_id": 300}'} - [ set] ConfigRuleCustomModel[device:R1-EMU:fcfc644ca6d58a52]/references :: {'ConfigRuleModel[device:R1-EMU:fcfc644ca6d58a52]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R2-EMU:805bd6225e567b1d] :: {'key': '/endpoints/endpoint[13/0/0]', 'pk_auto': 'device:R2-EMU:805bd6225e567b1d', 'value': '{"sample_types": {}, "type": "optical", "uuid": "13/0/0"}'} - [ set] ConfigRuleCustomModel[device:R2-EMU:805bd6225e567b1d]/references :: {'ConfigRuleModel[device:R2-EMU:805bd6225e567b1d]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R2-EMU:ada98fef7799cb1c] :: {'key': '/endpoints/endpoint[13/1/2]', 'pk_auto': 'device:R2-EMU:ada98fef7799cb1c', 'value': '{"sample_types": {"101": "/endpoints/endpoint[13/1/2]/state/packets_transmitted", "102": "/endpoints/endpoint[13/1/2]/state/packets_received", "201": "/endpoints/endpoint[13/1/2]/state/bytes_transmitted", "202": "/endpoints/endpoint[13/1/2]/state/bytes_received"}, "type": "copper", "uuid": "13/1/2"}'} - [ set] ConfigRuleCustomModel[device:R2-EMU:ada98fef7799cb1c]/references :: {'ConfigRuleModel[device:R2-EMU:ada98fef7799cb1c]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:10c36f90777109a1] :: {'key': '/interface[13/1/2]/subinterface[500]', 'pk_auto': 'device:R3-EMU:10c36f90777109a1', 'value': '{"address_ip": "3.3.1.1", "address_prefix": 24, "description": "d838a77b-0fbc-4a8c-835a-d2b1d435858e-NetSubIf", "index": 500, "name": "13/1/2", "vlan_id": 300}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:10c36f90777109a1]/references :: {'ConfigRuleModel[device:R3-EMU:10c36f90777109a1]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:12c9c718d9ac6747] :: {'key': '/network_instance[d2b1d435858e-NetInst]/inter_instance_policies[d2b1d435858e-NetInst_export]', 'pk_auto': 'device:R3-EMU:12c9c718d9ac6747', 'value': '{"export_policy": "d2b1d435858e-NetInst_export", "name": "d2b1d435858e-NetInst"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:12c9c718d9ac6747]/references :: {'ConfigRuleModel[device:R3-EMU:12c9c718d9ac6747]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:1c866816c259d93e] :: {'key': '/network_instance[d2b1d435858e-NetInst]/table_connections[STATIC][BGP][IPV4]', 'pk_auto': 'device:R3-EMU:1c866816c259d93e', 'value': '{"address_family": "IPV4", "dst_protocol": "BGP", "name": "d2b1d435858e-NetInst", "src_protocol": "STATIC"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:1c866816c259d93e]/references :: {'ConfigRuleModel[device:R3-EMU:1c866816c259d93e]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:1f2c29a2ccdd6f7d] :: {'key': '/interface[13/0/0]', 'pk_auto': 'device:R3-EMU:1f2c29a2ccdd6f7d', 'value': '{"description": "d838a77b-0fbc-4a8c-835a-d2b1d435858e-NetIf", "mtu": 1512, "name": "13/0/0"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:1f2c29a2ccdd6f7d]/references :: {'ConfigRuleModel[device:R3-EMU:1f2c29a2ccdd6f7d]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:22cf36c15d004427] :: {'key': '/routing_policy/policy_definition[d2b1d435858e-NetInst_export]', 'pk_auto': 'device:R3-EMU:22cf36c15d004427', 'value': '{"policy_name": "d2b1d435858e-NetInst_export"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:22cf36c15d004427]/references :: {'ConfigRuleModel[device:R3-EMU:22cf36c15d004427]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:37f08a4556d5f075] :: {'key': '/interface[13/0/0]/subinterface[0]', 'pk_auto': 'device:R3-EMU:37f08a4556d5f075', 'value': '{"address_ip": "0.0.0.0", "address_prefix": 24, "description": "d838a77b-0fbc-4a8c-835a-d2b1d435858e-NetSubIf", "index": 0, "name": "13/0/0", "vlan_id": 1}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:37f08a4556d5f075]/references :: {'ConfigRuleModel[device:R3-EMU:37f08a4556d5f075]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:382141e06f4db0e2] :: {'key': '/routing_policy/policy_definition[d2b1d435858e-NetInst_import]', 'pk_auto': 'device:R3-EMU:382141e06f4db0e2', 'value': '{"policy_name": "d2b1d435858e-NetInst_import"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:382141e06f4db0e2]/references :: {'ConfigRuleModel[device:R3-EMU:382141e06f4db0e2]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:390d0b8a78f82580] :: {'key': '/network_instance[d2b1d435858e-NetInst]/inter_instance_policies[d2b1d435858e-NetInst_import]', 'pk_auto': 'device:R3-EMU:390d0b8a78f82580', 'value': '{"import_policy": "d2b1d435858e-NetInst_import", "name": "d2b1d435858e-NetInst"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:390d0b8a78f82580]/references :: {'ConfigRuleModel[device:R3-EMU:390d0b8a78f82580]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:475c541762fb5355] :: {'key': '/network_instance[d2b1d435858e-NetInst]/protocols[BGP]', 'pk_auto': 'device:R3-EMU:475c541762fb5355', 'value': '{"as": 65000, "identifier": "BGP", "name": "d2b1d435858e-NetInst", "protocol_name": "BGP"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:475c541762fb5355]/references :: {'ConfigRuleModel[device:R3-EMU:475c541762fb5355]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:6517a61a42790218] :: {'key': '/routing_policy/bgp_defined_set[d2b1d435858e-NetInst_rt_import]', 'pk_auto': 'device:R3-EMU:6517a61a42790218', 'value': '{"ext_community_set_name": "d2b1d435858e-NetInst_rt_import"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:6517a61a42790218]/references :: {'ConfigRuleModel[device:R3-EMU:6517a61a42790218]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:805bd6225e567b1d] :: {'key': '/endpoints/endpoint[13/0/0]', 'pk_auto': 'device:R3-EMU:805bd6225e567b1d', 'value': '{"sample_types": {}, "type": "optical", "uuid": "13/0/0"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:805bd6225e567b1d]/references :: {'ConfigRuleModel[device:R3-EMU:805bd6225e567b1d]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:8b6d609b9a7f630d] :: {'key': '/routing_policy/policy_definition[d2b1d435858e-NetInst_export]/statement[3]', 'pk_auto': 'device:R3-EMU:8b6d609b9a7f630d', 'value': '{"ext_community_set_name": "d2b1d435858e-NetInst_rt_export", "match_set_options": "ANY", "policy_name": "d2b1d435858e-NetInst_export", "policy_result": "ACCEPT_ROUTE", "statement_name": "3"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:8b6d609b9a7f630d]/references :: {'ConfigRuleModel[device:R3-EMU:8b6d609b9a7f630d]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:9aa606743f1a5c8b] :: {'key': '/routing_policy/policy_definition[d2b1d435858e-NetInst_import]/statement[3]', 'pk_auto': 'device:R3-EMU:9aa606743f1a5c8b', 'value': '{"ext_community_set_name": "d2b1d435858e-NetInst_rt_import", "match_set_options": "ANY", "policy_name": "d2b1d435858e-NetInst_import", "policy_result": "ACCEPT_ROUTE", "statement_name": "3"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:9aa606743f1a5c8b]/references :: {'ConfigRuleModel[device:R3-EMU:9aa606743f1a5c8b]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:ada98fef7799cb1c] :: {'key': '/endpoints/endpoint[13/1/2]', 'pk_auto': 'device:R3-EMU:ada98fef7799cb1c', 'value': '{"sample_types": {"101": "/endpoints/endpoint[13/1/2]/state/packets_transmitted", "102": "/endpoints/endpoint[13/1/2]/state/packets_received", "201": "/endpoints/endpoint[13/1/2]/state/bytes_transmitted", "202": "/endpoints/endpoint[13/1/2]/state/bytes_received"}, "type": "copper", "uuid": "13/1/2"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:ada98fef7799cb1c]/references :: {'ConfigRuleModel[device:R3-EMU:ada98fef7799cb1c]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:ae8ed9058472a689] :: {'key': '/network_instance[d2b1d435858e-NetInst]/table_connections[DIRECTLY_CONNECTED][BGP][IPV4]', 'pk_auto': 'device:R3-EMU:ae8ed9058472a689', 'value': '{"address_family": "IPV4", "dst_protocol": "BGP", "name": "d2b1d435858e-NetInst", "src_protocol": "DIRECTLY_CONNECTED"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:ae8ed9058472a689]/references :: {'ConfigRuleModel[device:R3-EMU:ae8ed9058472a689]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:b997b49360ea9126] :: {'key': '/network_instance[d2b1d435858e-NetInst]', 'pk_auto': 'device:R3-EMU:b997b49360ea9126', 'value': '{"description": "d838a77b-0fbc-4a8c-835a-d2b1d435858e-NetIf", "name": "d2b1d435858e-NetInst", "route_distinguisher": "65000:200", "type": "L3VRF"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:b997b49360ea9126]/references :: {'ConfigRuleModel[device:R3-EMU:b997b49360ea9126]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:c2e47d4e7b1e1196] :: {'key': '/network_instance[d2b1d435858e-NetInst]/interface[13/1/2.300]', 'pk_auto': 'device:R3-EMU:c2e47d4e7b1e1196', 'value': '{"id": "13/1/2.300", "interface": "13/1/2", "name": "d2b1d435858e-NetInst", "subinterface": 500}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:c2e47d4e7b1e1196]/references :: {'ConfigRuleModel[device:R3-EMU:c2e47d4e7b1e1196]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:c355a5dc5d8bcc2e] :: {'key': '/interface[13/1/2]', 'pk_auto': 'device:R3-EMU:c355a5dc5d8bcc2e', 'value': '{"description": "d838a77b-0fbc-4a8c-835a-d2b1d435858e-NetIf", "mtu": 1512, "name": "13/1/2"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:c355a5dc5d8bcc2e]/references :: {'ConfigRuleModel[device:R3-EMU:c355a5dc5d8bcc2e]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:dad44c5d1433e452] :: {'key': '/routing_policy/bgp_defined_set[d2b1d435858e-NetInst_rt_export][route-target:65000:333]', 'pk_auto': 'device:R3-EMU:dad44c5d1433e452', 'value': '{"ext_community_member": "route-target:65000:333", "ext_community_set_name": "d2b1d435858e-NetInst_rt_export"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:dad44c5d1433e452]/references :: {'ConfigRuleModel[device:R3-EMU:dad44c5d1433e452]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:e737053d4d7a850a] :: {'key': '/routing_policy/bgp_defined_set[d2b1d435858e-NetInst_rt_export]', 'pk_auto': 'device:R3-EMU:e737053d4d7a850a', 'value': '{"ext_community_set_name": "d2b1d435858e-NetInst_rt_export"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:e737053d4d7a850a]/references :: {'ConfigRuleModel[device:R3-EMU:e737053d4d7a850a]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:f07a4e126a282992] :: {'key': '/network_instance[d2b1d435858e-NetInst]/interface[13/0/0.1]', 'pk_auto': 'device:R3-EMU:f07a4e126a282992', 'value': '{"id": "13/0/0.1", "interface": "13/0/0", "name": "d2b1d435858e-NetInst", "subinterface": 0}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:f07a4e126a282992]/references :: {'ConfigRuleModel[device:R3-EMU:f07a4e126a282992]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R3-EMU:f63d8ab35d66d164] :: {'key': '/routing_policy/bgp_defined_set[d2b1d435858e-NetInst_rt_import][route-target:65000:333]', 'pk_auto': 'device:R3-EMU:f63d8ab35d66d164', 'value': '{"ext_community_member": "route-target:65000:333", "ext_community_set_name": "d2b1d435858e-NetInst_rt_import"}'} - [ set] ConfigRuleCustomModel[device:R3-EMU:f63d8ab35d66d164]/references :: {'ConfigRuleModel[device:R3-EMU:f63d8ab35d66d164]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R4-EMU:805bd6225e567b1d] :: {'key': '/endpoints/endpoint[13/0/0]', 'pk_auto': 'device:R4-EMU:805bd6225e567b1d', 'value': '{"sample_types": {}, "type": "optical", "uuid": "13/0/0"}'} - [ set] ConfigRuleCustomModel[device:R4-EMU:805bd6225e567b1d]/references :: {'ConfigRuleModel[device:R4-EMU:805bd6225e567b1d]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[device:R4-EMU:ada98fef7799cb1c] :: {'key': '/endpoints/endpoint[13/1/2]', 'pk_auto': 'device:R4-EMU:ada98fef7799cb1c', 'value': '{"sample_types": {"101": "/endpoints/endpoint[13/1/2]/state/packets_transmitted", "102": "/endpoints/endpoint[13/1/2]/state/packets_received", "201": "/endpoints/endpoint[13/1/2]/state/bytes_transmitted", "202": "/endpoints/endpoint[13/1/2]/state/bytes_received"}, "type": "copper", "uuid": "13/1/2"}'} - [ set] ConfigRuleCustomModel[device:R4-EMU:ada98fef7799cb1c]/references :: {'ConfigRuleModel[device:R4-EMU:ada98fef7799cb1c]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845:ee08b9e24e960191] :: {'key': '/settings', 'pk_auto': 'service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845:ee08b9e24e960191', 'value': '{"capacity_unit": "GHz", "capacity_value": 50.0, "direction": "UNIDIRECTIONAL", "layer_proto_name": "PHOTONIC_MEDIA", "layer_proto_qual": "tapi-photonic-media:PHOTONIC_LAYER_QUALIFIER_NMC"}'} - [ set] ConfigRuleCustomModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845:ee08b9e24e960191]/references :: {'ConfigRuleModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845:ee08b9e24e960191]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd] :: {'key': '/device[R3-EMU]/endpoint[13/1/2]/settings', 'pk_auto': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd', 'value': '{"address_ip": "3.3.1.1", "address_prefix": 24, "route_distinguisher": "65000:200", "router_id": "20.20.20.1", "sub_interface_index": 500, "vlan_id": 300}'} - [ set] ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]/references :: {'ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c] :: {'key': '/device[R1-EMU]/endpoint[13/1/2]/settings', 'pk_auto': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c', 'value': '{"address_ip": "3.3.2.1", "address_prefix": 24, "route_distinguisher": "65000:100", "router_id": "10.10.10.1", "sub_interface_index": 400, "vlan_id": 300}'} - [ set] ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]/references :: {'ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191] :: {'key': '/settings', 'pk_auto': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191', 'value': '{"address_families": ["IPV4"], "bgp_as": 65000, "bgp_route_target": "65000:333", "mtu": 1512}'} - [ set] ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]/references :: {'ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd] :: {'key': '/device[R3-EMU]/endpoint[13/1/2]/settings', 'pk_auto': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd', 'value': '{"address_ip": "3.3.1.1", "address_prefix": 24, "route_distinguisher": "65000:200", "router_id": "20.20.20.1", "sub_interface_index": 500, "vlan_id": 300}'} - [ set] ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]/references :: {'ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c] :: {'key': '/device[R1-EMU]/endpoint[13/1/2]/settings', 'pk_auto': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c', 'value': '{"address_ip": "3.3.2.1", "address_prefix": 24, "route_distinguisher": "65000:100", "router_id": "10.10.10.1", "sub_interface_index": 400, "vlan_id": 300}'} - [ set] ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]/references :: {'ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]:config_rule_custom_fk'} - [dict] ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191] :: {'key': '/settings', 'pk_auto': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191', 'value': '{"address_families": ["IPV4"], "bgp_as": 65000, "bgp_route_target": "65000:333", "mtu": 1512}'} - [ set] ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]/references :: {'ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]:config_rule_custom_fk'} - [ set] ConfigRuleModel/instances :: {'ConfigRuleModel[device:O1-OLS:7c37bcc9d7da2ed0]', 'ConfigRuleModel[device:O1-OLS:aa1d87393c2da18f]', 'ConfigRuleModel[device:O1-OLS:f6375bd686aa2c41]', 'ConfigRuleModel[device:O1-OLS:f73c52bd76367d5a]', 'ConfigRuleModel[device:O1-OLS:faaa9c3822ae9ef5]', 'ConfigRuleModel[device:R1-EMU:12c9c718d9ac6747]', 'ConfigRuleModel[device:R1-EMU:1c866816c259d93e]', 'ConfigRuleModel[device:R1-EMU:1f2c29a2ccdd6f7d]', 'ConfigRuleModel[device:R1-EMU:22cf36c15d004427]', 'ConfigRuleModel[device:R1-EMU:37f08a4556d5f075]', 'ConfigRuleModel[device:R1-EMU:382141e06f4db0e2]', 'ConfigRuleModel[device:R1-EMU:390d0b8a78f82580]', 'ConfigRuleModel[device:R1-EMU:475c541762fb5355]', 'ConfigRuleModel[device:R1-EMU:6517a61a42790218]', 'ConfigRuleModel[device:R1-EMU:805bd6225e567b1d]', 'ConfigRuleModel[device:R1-EMU:8b6d609b9a7f630d]', 'ConfigRuleModel[device:R1-EMU:9aa606743f1a5c8b]', 'ConfigRuleModel[device:R1-EMU:ada98fef7799cb1c]', 'ConfigRuleModel[device:R1-EMU:ae8ed9058472a689]', 'ConfigRuleModel[device:R1-EMU:b997b49360ea9126]', 'ConfigRuleModel[device:R1-EMU:c2e47d4e7b1e1196]', 'ConfigRuleModel[device:R1-EMU:c355a5dc5d8bcc2e]', 'ConfigRuleModel[device:R1-EMU:dad44c5d1433e452]', 'ConfigRuleModel[device:R1-EMU:e737053d4d7a850a]', 'ConfigRuleModel[device:R1-EMU:f07a4e126a282992]', 'ConfigRuleModel[device:R1-EMU:f63d8ab35d66d164]', 'ConfigRuleModel[device:R1-EMU:fcfc644ca6d58a52]', 'ConfigRuleModel[device:R2-EMU:805bd6225e567b1d]', 'ConfigRuleModel[device:R2-EMU:ada98fef7799cb1c]', 'ConfigRuleModel[device:R3-EMU:10c36f90777109a1]', 'ConfigRuleModel[device:R3-EMU:12c9c718d9ac6747]', 'ConfigRuleModel[device:R3-EMU:1c866816c259d93e]', 'ConfigRuleModel[device:R3-EMU:1f2c29a2ccdd6f7d]', 'ConfigRuleModel[device:R3-EMU:22cf36c15d004427]', 'ConfigRuleModel[device:R3-EMU:37f08a4556d5f075]', 'ConfigRuleModel[device:R3-EMU:382141e06f4db0e2]', 'ConfigRuleModel[device:R3-EMU:390d0b8a78f82580]', 'ConfigRuleModel[device:R3-EMU:475c541762fb5355]', 'ConfigRuleModel[device:R3-EMU:6517a61a42790218]', 'ConfigRuleModel[device:R3-EMU:805bd6225e567b1d]', 'ConfigRuleModel[device:R3-EMU:8b6d609b9a7f630d]', 'ConfigRuleModel[device:R3-EMU:9aa606743f1a5c8b]', 'ConfigRuleModel[device:R3-EMU:ada98fef7799cb1c]', 'ConfigRuleModel[device:R3-EMU:ae8ed9058472a689]', 'ConfigRuleModel[device:R3-EMU:b997b49360ea9126]', 'ConfigRuleModel[device:R3-EMU:c2e47d4e7b1e1196]', 'ConfigRuleModel[device:R3-EMU:c355a5dc5d8bcc2e]', 'ConfigRuleModel[device:R3-EMU:dad44c5d1433e452]', 'ConfigRuleModel[device:R3-EMU:e737053d4d7a850a]', 'ConfigRuleModel[device:R3-EMU:f07a4e126a282992]', 'ConfigRuleModel[device:R3-EMU:f63d8ab35d66d164]', 'ConfigRuleModel[device:R4-EMU:805bd6225e567b1d]', 'ConfigRuleModel[device:R4-EMU:ada98fef7799cb1c]', 'ConfigRuleModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845:ee08b9e24e960191]', 'ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]', 'ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]', 'ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]', 'ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]', 'ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]', 'ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]'} - [dict] ConfigRuleModel[device:O1-OLS:7c37bcc9d7da2ed0] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:O1-OLS]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:O1-OLS:7c37bcc9d7da2ed0]', 'kind': 'CUSTOM', 'pk': 'device:O1-OLS:7c37bcc9d7da2ed0', 'position': '4'} - [dict] ConfigRuleModel[device:O1-OLS:aa1d87393c2da18f] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:O1-OLS]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:O1-OLS:aa1d87393c2da18f]', 'kind': 'CUSTOM', 'pk': 'device:O1-OLS:aa1d87393c2da18f', 'position': '3'} - [dict] ConfigRuleModel[device:O1-OLS:f6375bd686aa2c41] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:O1-OLS]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:O1-OLS:f6375bd686aa2c41]', 'kind': 'CUSTOM', 'pk': 'device:O1-OLS:f6375bd686aa2c41', 'position': '2'} - [dict] ConfigRuleModel[device:O1-OLS:f73c52bd76367d5a] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:O1-OLS]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:O1-OLS:f73c52bd76367d5a]', 'kind': 'CUSTOM', 'pk': 'device:O1-OLS:f73c52bd76367d5a', 'position': '1'} - [dict] ConfigRuleModel[device:O1-OLS:faaa9c3822ae9ef5] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:O1-OLS]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:O1-OLS:faaa9c3822ae9ef5]', 'kind': 'CUSTOM', 'pk': 'device:O1-OLS:faaa9c3822ae9ef5', 'position': '0'} - [dict] ConfigRuleModel[device:R1-EMU:12c9c718d9ac6747] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:12c9c718d9ac6747]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:12c9c718d9ac6747', 'position': '9'} - [dict] ConfigRuleModel[device:R1-EMU:1c866816c259d93e] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:1c866816c259d93e]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:1c866816c259d93e', 'position': '6'} - [dict] ConfigRuleModel[device:R1-EMU:1f2c29a2ccdd6f7d] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:1f2c29a2ccdd6f7d]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:1f2c29a2ccdd6f7d', 'position': '12'} - [dict] ConfigRuleModel[device:R1-EMU:22cf36c15d004427] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:22cf36c15d004427]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:22cf36c15d004427', 'position': '20'} - [dict] ConfigRuleModel[device:R1-EMU:37f08a4556d5f075] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:37f08a4556d5f075]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:37f08a4556d5f075', 'position': '13'} - [dict] ConfigRuleModel[device:R1-EMU:382141e06f4db0e2] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:382141e06f4db0e2]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:382141e06f4db0e2', 'position': '16'} - [dict] ConfigRuleModel[device:R1-EMU:390d0b8a78f82580] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:390d0b8a78f82580]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:390d0b8a78f82580', 'position': '8'} - [dict] ConfigRuleModel[device:R1-EMU:475c541762fb5355] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:475c541762fb5355]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:475c541762fb5355', 'position': '5'} - [dict] ConfigRuleModel[device:R1-EMU:6517a61a42790218] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:6517a61a42790218]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:6517a61a42790218', 'position': '14'} - [dict] ConfigRuleModel[device:R1-EMU:805bd6225e567b1d] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:805bd6225e567b1d]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:805bd6225e567b1d', 'position': '0'} - [dict] ConfigRuleModel[device:R1-EMU:8b6d609b9a7f630d] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:8b6d609b9a7f630d]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:8b6d609b9a7f630d', 'position': '21'} - [dict] ConfigRuleModel[device:R1-EMU:9aa606743f1a5c8b] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:9aa606743f1a5c8b]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:9aa606743f1a5c8b', 'position': '17'} - [dict] ConfigRuleModel[device:R1-EMU:ada98fef7799cb1c] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:ada98fef7799cb1c]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:ada98fef7799cb1c', 'position': '1'} - [dict] ConfigRuleModel[device:R1-EMU:ae8ed9058472a689] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:ae8ed9058472a689]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:ae8ed9058472a689', 'position': '7'} - [dict] ConfigRuleModel[device:R1-EMU:b997b49360ea9126] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:b997b49360ea9126]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:b997b49360ea9126', 'position': '2'} - [dict] ConfigRuleModel[device:R1-EMU:c2e47d4e7b1e1196] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:c2e47d4e7b1e1196]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:c2e47d4e7b1e1196', 'position': '3'} - [dict] ConfigRuleModel[device:R1-EMU:c355a5dc5d8bcc2e] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:c355a5dc5d8bcc2e]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:c355a5dc5d8bcc2e', 'position': '10'} - [dict] ConfigRuleModel[device:R1-EMU:dad44c5d1433e452] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:dad44c5d1433e452]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:dad44c5d1433e452', 'position': '19'} - [dict] ConfigRuleModel[device:R1-EMU:e737053d4d7a850a] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:e737053d4d7a850a]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:e737053d4d7a850a', 'position': '18'} - [dict] ConfigRuleModel[device:R1-EMU:f07a4e126a282992] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:f07a4e126a282992]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:f07a4e126a282992', 'position': '4'} - [dict] ConfigRuleModel[device:R1-EMU:f63d8ab35d66d164] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:f63d8ab35d66d164]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:f63d8ab35d66d164', 'position': '15'} - [dict] ConfigRuleModel[device:R1-EMU:fcfc644ca6d58a52] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R1-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R1-EMU:fcfc644ca6d58a52]', 'kind': 'CUSTOM', 'pk': 'device:R1-EMU:fcfc644ca6d58a52', 'position': '11'} - [dict] ConfigRuleModel[device:R2-EMU:805bd6225e567b1d] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R2-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R2-EMU:805bd6225e567b1d]', 'kind': 'CUSTOM', 'pk': 'device:R2-EMU:805bd6225e567b1d', 'position': '0'} - [dict] ConfigRuleModel[device:R2-EMU:ada98fef7799cb1c] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R2-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R2-EMU:ada98fef7799cb1c]', 'kind': 'CUSTOM', 'pk': 'device:R2-EMU:ada98fef7799cb1c', 'position': '1'} - [dict] ConfigRuleModel[device:R3-EMU:10c36f90777109a1] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:10c36f90777109a1]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:10c36f90777109a1', 'position': '13'} - [dict] ConfigRuleModel[device:R3-EMU:12c9c718d9ac6747] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:12c9c718d9ac6747]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:12c9c718d9ac6747', 'position': '9'} - [dict] ConfigRuleModel[device:R3-EMU:1c866816c259d93e] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:1c866816c259d93e]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:1c866816c259d93e', 'position': '6'} - [dict] ConfigRuleModel[device:R3-EMU:1f2c29a2ccdd6f7d] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:1f2c29a2ccdd6f7d]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:1f2c29a2ccdd6f7d', 'position': '10'} - [dict] ConfigRuleModel[device:R3-EMU:22cf36c15d004427] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:22cf36c15d004427]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:22cf36c15d004427', 'position': '20'} - [dict] ConfigRuleModel[device:R3-EMU:37f08a4556d5f075] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:37f08a4556d5f075]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:37f08a4556d5f075', 'position': '11'} - [dict] ConfigRuleModel[device:R3-EMU:382141e06f4db0e2] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:382141e06f4db0e2]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:382141e06f4db0e2', 'position': '16'} - [dict] ConfigRuleModel[device:R3-EMU:390d0b8a78f82580] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:390d0b8a78f82580]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:390d0b8a78f82580', 'position': '8'} - [dict] ConfigRuleModel[device:R3-EMU:475c541762fb5355] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:475c541762fb5355]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:475c541762fb5355', 'position': '5'} - [dict] ConfigRuleModel[device:R3-EMU:6517a61a42790218] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:6517a61a42790218]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:6517a61a42790218', 'position': '14'} - [dict] ConfigRuleModel[device:R3-EMU:805bd6225e567b1d] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:805bd6225e567b1d]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:805bd6225e567b1d', 'position': '0'} - [dict] ConfigRuleModel[device:R3-EMU:8b6d609b9a7f630d] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:8b6d609b9a7f630d]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:8b6d609b9a7f630d', 'position': '21'} - [dict] ConfigRuleModel[device:R3-EMU:9aa606743f1a5c8b] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:9aa606743f1a5c8b]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:9aa606743f1a5c8b', 'position': '17'} - [dict] ConfigRuleModel[device:R3-EMU:ada98fef7799cb1c] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:ada98fef7799cb1c]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:ada98fef7799cb1c', 'position': '1'} - [dict] ConfigRuleModel[device:R3-EMU:ae8ed9058472a689] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:ae8ed9058472a689]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:ae8ed9058472a689', 'position': '7'} - [dict] ConfigRuleModel[device:R3-EMU:b997b49360ea9126] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:b997b49360ea9126]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:b997b49360ea9126', 'position': '2'} - [dict] ConfigRuleModel[device:R3-EMU:c2e47d4e7b1e1196] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:c2e47d4e7b1e1196]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:c2e47d4e7b1e1196', 'position': '4'} - [dict] ConfigRuleModel[device:R3-EMU:c355a5dc5d8bcc2e] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:c355a5dc5d8bcc2e]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:c355a5dc5d8bcc2e', 'position': '12'} - [dict] ConfigRuleModel[device:R3-EMU:dad44c5d1433e452] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:dad44c5d1433e452]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:dad44c5d1433e452', 'position': '19'} - [dict] ConfigRuleModel[device:R3-EMU:e737053d4d7a850a] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:e737053d4d7a850a]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:e737053d4d7a850a', 'position': '18'} - [dict] ConfigRuleModel[device:R3-EMU:f07a4e126a282992] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:f07a4e126a282992]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:f07a4e126a282992', 'position': '3'} - [dict] ConfigRuleModel[device:R3-EMU:f63d8ab35d66d164] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R3-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R3-EMU:f63d8ab35d66d164]', 'kind': 'CUSTOM', 'pk': 'device:R3-EMU:f63d8ab35d66d164', 'position': '15'} - [dict] ConfigRuleModel[device:R4-EMU:805bd6225e567b1d] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R4-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R4-EMU:805bd6225e567b1d]', 'kind': 'CUSTOM', 'pk': 'device:R4-EMU:805bd6225e567b1d', 'position': '0'} - [dict] ConfigRuleModel[device:R4-EMU:ada98fef7799cb1c] :: {'action': 'SET', 'config_fk': 'ConfigModel[device:R4-EMU]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[device:R4-EMU:ada98fef7799cb1c]', 'kind': 'CUSTOM', 'pk': 'device:R4-EMU:ada98fef7799cb1c', 'position': '1'} - [dict] ConfigRuleModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845:ee08b9e24e960191] :: {'action': 'SET', 'config_fk': 'ConfigModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845:ee08b9e24e960191]', 'kind': 'CUSTOM', 'pk': 'service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845:ee08b9e24e960191', 'position': '0'} - [dict] ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd] :: {'action': 'SET', 'config_fk': 'ConfigModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]', 'kind': 'CUSTOM', 'pk': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd', 'position': '2'} - [dict] ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c] :: {'action': 'SET', 'config_fk': 'ConfigModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]', 'kind': 'CUSTOM', 'pk': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c', 'position': '1'} - [dict] ConfigRuleModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191] :: {'action': 'SET', 'config_fk': 'ConfigModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]', 'kind': 'CUSTOM', 'pk': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191', 'position': '0'} - [dict] ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd] :: {'action': 'SET', 'config_fk': 'ConfigModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd]', 'kind': 'CUSTOM', 'pk': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:833ca29a3b2a88bd', 'position': '2'} - [dict] ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c] :: {'action': 'SET', 'config_fk': 'ConfigModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c]', 'kind': 'CUSTOM', 'pk': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:a95dcbb4cdc1167c', 'position': '1'} - [dict] ConfigRuleModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191] :: {'action': 'SET', 'config_fk': 'ConfigModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'config_rule_custom_fk': 'ConfigRuleCustomModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191]', 'kind': 'CUSTOM', 'pk': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:ee08b9e24e960191', 'position': '0'} - [ set] ConnectionModel/instances :: {'ConnectionModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'ConnectionModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [dict] ConnectionModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845] :: {'connection_uuid': '82d53bf9-3293-4e9c-bcbc-27929c6b1845', 'path_fk': 'PathModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'pk': '82d53bf9-3293-4e9c-bcbc-27929c6b1845', 'service_fk': 'ServiceModel[admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]'} - [dict] ConnectionModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e] :: {'connection_uuid': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e', 'path_fk': 'PathModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'pk': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e', 'service_fk': 'ServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [ set] ConnectionModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]/references :: {'ConnectionSubServiceModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]:connection_fk'} - [ set] ConnectionSubServiceModel/instances :: {'ConnectionSubServiceModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]'} - [dict] ConnectionSubServiceModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845] :: {'connection_fk': 'ConnectionModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'pk': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e--admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845', 'sub_service_fk': 'ServiceModel[admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]'} - [ set] ConstraintEndpointLocationRegionModel/instances :: {'ConstraintEndpointLocationRegionModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]', 'ConstraintEndpointLocationRegionModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]', 'ConstraintEndpointLocationRegionModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]', 'ConstraintEndpointLocationRegionModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]'} - [dict] ConstraintEndpointLocationRegionModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/1/2]', 'pk_auto': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02', 'region': '1'} - [ set] ConstraintEndpointLocationRegionModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]/references :: {'ConstraintModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]:constraint_ep_loc_region_fk'} - [dict] ConstraintEndpointLocationRegionModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/1/2]', 'pk_auto': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1', 'region': '2'} - [ set] ConstraintEndpointLocationRegionModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]/references :: {'ConstraintModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]:constraint_ep_loc_region_fk'} - [dict] ConstraintEndpointLocationRegionModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/1/2]', 'pk_auto': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02', 'region': '1'} - [ set] ConstraintEndpointLocationRegionModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]/references :: {'ConstraintModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]:constraint_ep_loc_region_fk'} - [dict] ConstraintEndpointLocationRegionModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/1/2]', 'pk_auto': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1', 'region': '2'} - [ set] ConstraintEndpointLocationRegionModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]/references :: {'ConstraintModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]:constraint_ep_loc_region_fk'} - [ set] ConstraintModel/instances :: {'ConstraintModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]', 'ConstraintModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]', 'ConstraintModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]', 'ConstraintModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]'} - [dict] ConstraintModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02] :: {'constraint_ep_loc_region_fk': 'ConstraintEndpointLocationRegionModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]', 'constraints_fk': 'ConstraintsModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'kind': 'ENDPOINT_LOCATION_REGION', 'pk': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02', 'position': '0'} - [dict] ConstraintModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1] :: {'constraint_ep_loc_region_fk': 'ConstraintEndpointLocationRegionModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]', 'constraints_fk': 'ConstraintsModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'kind': 'ENDPOINT_LOCATION_REGION', 'pk': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1', 'position': '1'} - [dict] ConstraintModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02] :: {'constraint_ep_loc_region_fk': 'ConstraintEndpointLocationRegionModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]', 'constraints_fk': 'ConstraintsModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'kind': 'ENDPOINT_LOCATION_REGION', 'pk': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02', 'position': '0'} - [dict] ConstraintModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1] :: {'constraint_ep_loc_region_fk': 'ConstraintEndpointLocationRegionModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]', 'constraints_fk': 'ConstraintsModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'kind': 'ENDPOINT_LOCATION_REGION', 'pk': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1', 'position': '1'} - [ set] ConstraintsModel/instances :: {'ConstraintsModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'ConstraintsModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'ConstraintsModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [dict] ConstraintsModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845] :: {'pk': 'service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845'} - [ set] ConstraintsModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]/references :: {'ServiceModel[admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]:service_constraints_fk'} - [dict] ConstraintsModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e] :: {'pk': 'service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e'} - [ set] ConstraintsModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]/references :: {'ConstraintModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]:constraints_fk', 'ConstraintModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]:constraints_fk', 'ServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]:service_constraints_fk'} - [dict] ConstraintsModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e] :: {'pk': 'slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e'} - [ set] ConstraintsModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]/references :: {'ConstraintModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]:constraints_fk', 'ConstraintModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]:constraints_fk', 'SliceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]:slice_constraints_fk'} - [ set] ContextModel/instances :: {'ContextModel[admin]'} - [dict] ContextModel[admin] :: {'context_uuid': 'admin', 'pk': 'admin'} - [ set] ContextModel[admin]/references :: {'ServiceModel[admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]:context_fk', 'ServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]:context_fk', 'SliceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]:context_fk', 'TopologyModel[admin/admin]:context_fk'} - [ set] DeviceModel/instances :: {'DeviceModel[O1-OLS]', 'DeviceModel[R1-EMU]', 'DeviceModel[R2-EMU]', 'DeviceModel[R3-EMU]', 'DeviceModel[R4-EMU]'} - [dict] DeviceModel[O1-OLS] :: {'device_config_fk': 'ConfigModel[device:O1-OLS]', 'device_operational_status': 'ENABLED', 'device_type': 'emu-open-line-system', 'device_uuid': 'O1-OLS', 'pk': 'O1-OLS'} - [ set] DeviceModel[O1-OLS]/references :: {'DriverModel[O1-OLS/UNDEFINED]:device_fk', 'EndPointModel[O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]:device_fk', 'EndPointModel[O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]:device_fk', 'EndPointModel[O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]:device_fk', 'EndPointModel[O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]:device_fk', 'TopologyDeviceModel[admin/admin--O1-OLS]:device_fk'} - [dict] DeviceModel[R1-EMU] :: {'device_config_fk': 'ConfigModel[device:R1-EMU]', 'device_operational_status': 'ENABLED', 'device_type': 'emu-packet-router', 'device_uuid': 'R1-EMU', 'pk': 'R1-EMU'} - [ set] DeviceModel[R1-EMU]/references :: {'DriverModel[R1-EMU/UNDEFINED]:device_fk', 'EndPointModel[R1-EMU/13/0/0]:device_fk', 'EndPointModel[R1-EMU/13/1/2]:device_fk', 'TopologyDeviceModel[admin/admin--R1-EMU]:device_fk'} - [dict] DeviceModel[R2-EMU] :: {'device_config_fk': 'ConfigModel[device:R2-EMU]', 'device_operational_status': 'ENABLED', 'device_type': 'emu-packet-router', 'device_uuid': 'R2-EMU', 'pk': 'R2-EMU'} - [ set] DeviceModel[R2-EMU]/references :: {'DriverModel[R2-EMU/UNDEFINED]:device_fk', 'EndPointModel[R2-EMU/13/0/0]:device_fk', 'EndPointModel[R2-EMU/13/1/2]:device_fk', 'TopologyDeviceModel[admin/admin--R2-EMU]:device_fk'} - [dict] DeviceModel[R3-EMU] :: {'device_config_fk': 'ConfigModel[device:R3-EMU]', 'device_operational_status': 'ENABLED', 'device_type': 'emu-packet-router', 'device_uuid': 'R3-EMU', 'pk': 'R3-EMU'} - [ set] DeviceModel[R3-EMU]/references :: {'DriverModel[R3-EMU/UNDEFINED]:device_fk', 'EndPointModel[R3-EMU/13/0/0]:device_fk', 'EndPointModel[R3-EMU/13/1/2]:device_fk', 'TopologyDeviceModel[admin/admin--R3-EMU]:device_fk'} - [dict] DeviceModel[R4-EMU] :: {'device_config_fk': 'ConfigModel[device:R4-EMU]', 'device_operational_status': 'ENABLED', 'device_type': 'emu-packet-router', 'device_uuid': 'R4-EMU', 'pk': 'R4-EMU'} - [ set] DeviceModel[R4-EMU]/references :: {'DriverModel[R4-EMU/UNDEFINED]:device_fk', 'EndPointModel[R4-EMU/13/0/0]:device_fk', 'EndPointModel[R4-EMU/13/1/2]:device_fk', 'TopologyDeviceModel[admin/admin--R4-EMU]:device_fk'} - [ set] DriverModel/instances :: {'DriverModel[O1-OLS/UNDEFINED]', 'DriverModel[R1-EMU/UNDEFINED]', 'DriverModel[R2-EMU/UNDEFINED]', 'DriverModel[R3-EMU/UNDEFINED]', 'DriverModel[R4-EMU/UNDEFINED]'} - [dict] DriverModel[O1-OLS/UNDEFINED] :: {'device_fk': 'DeviceModel[O1-OLS]', 'driver': 'UNDEFINED', 'pk': 'O1-OLS/UNDEFINED'} - [dict] DriverModel[R1-EMU/UNDEFINED] :: {'device_fk': 'DeviceModel[R1-EMU]', 'driver': 'UNDEFINED', 'pk': 'R1-EMU/UNDEFINED'} - [dict] DriverModel[R2-EMU/UNDEFINED] :: {'device_fk': 'DeviceModel[R2-EMU]', 'driver': 'UNDEFINED', 'pk': 'R2-EMU/UNDEFINED'} - [dict] DriverModel[R3-EMU/UNDEFINED] :: {'device_fk': 'DeviceModel[R3-EMU]', 'driver': 'UNDEFINED', 'pk': 'R3-EMU/UNDEFINED'} - [dict] DriverModel[R4-EMU/UNDEFINED] :: {'device_fk': 'DeviceModel[R4-EMU]', 'driver': 'UNDEFINED', 'pk': 'R4-EMU/UNDEFINED'} - [ set] EndPointModel/instances :: {'EndPointModel[O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'EndPointModel[O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]', 'EndPointModel[O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'EndPointModel[O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]', 'EndPointModel[R1-EMU/13/0/0]', 'EndPointModel[R1-EMU/13/1/2]', 'EndPointModel[R2-EMU/13/0/0]', 'EndPointModel[R2-EMU/13/1/2]', 'EndPointModel[R3-EMU/13/0/0]', 'EndPointModel[R3-EMU/13/1/2]', 'EndPointModel[R4-EMU/13/0/0]', 'EndPointModel[R4-EMU/13/1/2]'} - [dict] EndPointModel[O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513] :: {'device_fk': 'DeviceModel[O1-OLS]', 'endpoint_type': 'optical', 'endpoint_uuid': '0ef74f99-1acc-57bd-ab9d-4b958b06c513', 'pk': 'O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513'} - [ set] EndPointModel[O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]/references :: {'LinkEndPointModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513--O1-OLS]:endpoint_fk', 'PathHopModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845:O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]:endpoint_fk', 'ServiceEndPointModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845--O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]:endpoint_fk'} - [dict] EndPointModel[O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec] :: {'device_fk': 'DeviceModel[O1-OLS]', 'endpoint_type': 'optical', 'endpoint_uuid': '50296d99-58cc-5ce7-82f5-fc8ee4eec2ec', 'pk': 'O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec'} - [ set] EndPointModel[O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]/references :: {'LinkEndPointModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec--O1-OLS]:endpoint_fk'} - [dict] EndPointModel[O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870] :: {'device_fk': 'DeviceModel[O1-OLS]', 'endpoint_type': 'optical', 'endpoint_uuid': 'aade6001-f00b-5e2f-a357-6a0a9d3de870', 'pk': 'O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870'} - [ set] EndPointModel[O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]/references :: {'LinkEndPointModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870--O1-OLS]:endpoint_fk', 'PathHopModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845:O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]:endpoint_fk', 'ServiceEndPointModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845--O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]:endpoint_fk'} - [dict] EndPointModel[O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418] :: {'device_fk': 'DeviceModel[O1-OLS]', 'endpoint_type': 'optical', 'endpoint_uuid': 'eb287d83-f05e-53ec-ab5a-adf6bd2b5418', 'pk': 'O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418'} - [ set] EndPointModel[O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]/references :: {'LinkEndPointModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418--O1-OLS]:endpoint_fk'} - [dict] EndPointModel[R1-EMU/13/0/0] :: {'device_fk': 'DeviceModel[R1-EMU]', 'endpoint_type': 'optical', 'endpoint_uuid': '13/0/0', 'pk': 'R1-EMU/13/0/0'} - [ set] EndPointModel[R1-EMU/13/0/0]/references :: {'LinkEndPointModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870--R1-EMU]:endpoint_fk', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R1-EMU/13/0/0]:endpoint_fk'} - [dict] EndPointModel[R1-EMU/13/1/2] :: {'device_fk': 'DeviceModel[R1-EMU]', 'endpoint_type': 'copper', 'endpoint_uuid': '13/1/2', 'pk': 'R1-EMU/13/1/2'} - [ set] EndPointModel[R1-EMU/13/1/2]/references :: {'ConstraintEndpointLocationRegionModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]:endpoint_fk', 'ConstraintEndpointLocationRegionModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:3ed740cffc99cd02]:endpoint_fk', 'KpiSampleTypeModel[R1-EMU/13/1/2/BYTES_RECEIVED]:endpoint_fk', 'KpiSampleTypeModel[R1-EMU/13/1/2/BYTES_TRANSMITTED]:endpoint_fk', 'KpiSampleTypeModel[R1-EMU/13/1/2/PACKETS_RECEIVED]:endpoint_fk', 'KpiSampleTypeModel[R1-EMU/13/1/2/PACKETS_TRANSMITTED]:endpoint_fk', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R1-EMU/13/1/2]:endpoint_fk', 'ServiceEndPointModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--R1-EMU/13/1/2]:endpoint_fk', 'SliceEndPointModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--R1-EMU/13/1/2]:endpoint_fk'} - [dict] EndPointModel[R2-EMU/13/0/0] :: {'device_fk': 'DeviceModel[R2-EMU]', 'endpoint_type': 'optical', 'endpoint_uuid': '13/0/0', 'pk': 'R2-EMU/13/0/0'} - [ set] EndPointModel[R2-EMU/13/0/0]/references :: {'LinkEndPointModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418--R2-EMU]:endpoint_fk'} - [dict] EndPointModel[R2-EMU/13/1/2] :: {'device_fk': 'DeviceModel[R2-EMU]', 'endpoint_type': 'copper', 'endpoint_uuid': '13/1/2', 'pk': 'R2-EMU/13/1/2'} - [ set] EndPointModel[R2-EMU/13/1/2]/references :: {'KpiSampleTypeModel[R2-EMU/13/1/2/BYTES_RECEIVED]:endpoint_fk', 'KpiSampleTypeModel[R2-EMU/13/1/2/BYTES_TRANSMITTED]:endpoint_fk', 'KpiSampleTypeModel[R2-EMU/13/1/2/PACKETS_RECEIVED]:endpoint_fk', 'KpiSampleTypeModel[R2-EMU/13/1/2/PACKETS_TRANSMITTED]:endpoint_fk'} - [dict] EndPointModel[R3-EMU/13/0/0] :: {'device_fk': 'DeviceModel[R3-EMU]', 'endpoint_type': 'optical', 'endpoint_uuid': '13/0/0', 'pk': 'R3-EMU/13/0/0'} - [ set] EndPointModel[R3-EMU/13/0/0]/references :: {'LinkEndPointModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513--R3-EMU]:endpoint_fk', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R3-EMU/13/0/0]:endpoint_fk'} - [dict] EndPointModel[R3-EMU/13/1/2] :: {'device_fk': 'DeviceModel[R3-EMU]', 'endpoint_type': 'copper', 'endpoint_uuid': '13/1/2', 'pk': 'R3-EMU/13/1/2'} - [ set] EndPointModel[R3-EMU/13/1/2]/references :: {'ConstraintEndpointLocationRegionModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]:endpoint_fk', 'ConstraintEndpointLocationRegionModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e:f2dbf355787fdad1]:endpoint_fk', 'KpiSampleTypeModel[R3-EMU/13/1/2/BYTES_RECEIVED]:endpoint_fk', 'KpiSampleTypeModel[R3-EMU/13/1/2/BYTES_TRANSMITTED]:endpoint_fk', 'KpiSampleTypeModel[R3-EMU/13/1/2/PACKETS_RECEIVED]:endpoint_fk', 'KpiSampleTypeModel[R3-EMU/13/1/2/PACKETS_TRANSMITTED]:endpoint_fk', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R3-EMU/13/1/2]:endpoint_fk', 'ServiceEndPointModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--R3-EMU/13/1/2]:endpoint_fk', 'SliceEndPointModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--R3-EMU/13/1/2]:endpoint_fk'} - [dict] EndPointModel[R4-EMU/13/0/0] :: {'device_fk': 'DeviceModel[R4-EMU]', 'endpoint_type': 'optical', 'endpoint_uuid': '13/0/0', 'pk': 'R4-EMU/13/0/0'} - [ set] EndPointModel[R4-EMU/13/0/0]/references :: {'LinkEndPointModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec--R4-EMU]:endpoint_fk'} - [dict] EndPointModel[R4-EMU/13/1/2] :: {'device_fk': 'DeviceModel[R4-EMU]', 'endpoint_type': 'copper', 'endpoint_uuid': '13/1/2', 'pk': 'R4-EMU/13/1/2'} - [ set] EndPointModel[R4-EMU/13/1/2]/references :: {'KpiSampleTypeModel[R4-EMU/13/1/2/BYTES_RECEIVED]:endpoint_fk', 'KpiSampleTypeModel[R4-EMU/13/1/2/BYTES_TRANSMITTED]:endpoint_fk', 'KpiSampleTypeModel[R4-EMU/13/1/2/PACKETS_RECEIVED]:endpoint_fk', 'KpiSampleTypeModel[R4-EMU/13/1/2/PACKETS_TRANSMITTED]:endpoint_fk'} - [ set] KpiSampleTypeModel/instances :: {'KpiSampleTypeModel[R1-EMU/13/1/2/BYTES_RECEIVED]', 'KpiSampleTypeModel[R1-EMU/13/1/2/BYTES_TRANSMITTED]', 'KpiSampleTypeModel[R1-EMU/13/1/2/PACKETS_RECEIVED]', 'KpiSampleTypeModel[R1-EMU/13/1/2/PACKETS_TRANSMITTED]', 'KpiSampleTypeModel[R2-EMU/13/1/2/BYTES_RECEIVED]', 'KpiSampleTypeModel[R2-EMU/13/1/2/BYTES_TRANSMITTED]', 'KpiSampleTypeModel[R2-EMU/13/1/2/PACKETS_RECEIVED]', 'KpiSampleTypeModel[R2-EMU/13/1/2/PACKETS_TRANSMITTED]', 'KpiSampleTypeModel[R3-EMU/13/1/2/BYTES_RECEIVED]', 'KpiSampleTypeModel[R3-EMU/13/1/2/BYTES_TRANSMITTED]', 'KpiSampleTypeModel[R3-EMU/13/1/2/PACKETS_RECEIVED]', 'KpiSampleTypeModel[R3-EMU/13/1/2/PACKETS_TRANSMITTED]', 'KpiSampleTypeModel[R4-EMU/13/1/2/BYTES_RECEIVED]', 'KpiSampleTypeModel[R4-EMU/13/1/2/BYTES_TRANSMITTED]', 'KpiSampleTypeModel[R4-EMU/13/1/2/PACKETS_RECEIVED]', 'KpiSampleTypeModel[R4-EMU/13/1/2/PACKETS_TRANSMITTED]'} - [dict] KpiSampleTypeModel[R1-EMU/13/1/2/BYTES_RECEIVED] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/1/2]', 'kpi_sample_type': 'BYTES_RECEIVED', 'pk': 'R1-EMU/13/1/2/BYTES_RECEIVED'} - [dict] KpiSampleTypeModel[R1-EMU/13/1/2/BYTES_TRANSMITTED] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/1/2]', 'kpi_sample_type': 'BYTES_TRANSMITTED', 'pk': 'R1-EMU/13/1/2/BYTES_TRANSMITTED'} - [dict] KpiSampleTypeModel[R1-EMU/13/1/2/PACKETS_RECEIVED] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/1/2]', 'kpi_sample_type': 'PACKETS_RECEIVED', 'pk': 'R1-EMU/13/1/2/PACKETS_RECEIVED'} - [dict] KpiSampleTypeModel[R1-EMU/13/1/2/PACKETS_TRANSMITTED] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/1/2]', 'kpi_sample_type': 'PACKETS_TRANSMITTED', 'pk': 'R1-EMU/13/1/2/PACKETS_TRANSMITTED'} - [dict] KpiSampleTypeModel[R2-EMU/13/1/2/BYTES_RECEIVED] :: {'endpoint_fk': 'EndPointModel[R2-EMU/13/1/2]', 'kpi_sample_type': 'BYTES_RECEIVED', 'pk': 'R2-EMU/13/1/2/BYTES_RECEIVED'} - [dict] KpiSampleTypeModel[R2-EMU/13/1/2/BYTES_TRANSMITTED] :: {'endpoint_fk': 'EndPointModel[R2-EMU/13/1/2]', 'kpi_sample_type': 'BYTES_TRANSMITTED', 'pk': 'R2-EMU/13/1/2/BYTES_TRANSMITTED'} - [dict] KpiSampleTypeModel[R2-EMU/13/1/2/PACKETS_RECEIVED] :: {'endpoint_fk': 'EndPointModel[R2-EMU/13/1/2]', 'kpi_sample_type': 'PACKETS_RECEIVED', 'pk': 'R2-EMU/13/1/2/PACKETS_RECEIVED'} - [dict] KpiSampleTypeModel[R2-EMU/13/1/2/PACKETS_TRANSMITTED] :: {'endpoint_fk': 'EndPointModel[R2-EMU/13/1/2]', 'kpi_sample_type': 'PACKETS_TRANSMITTED', 'pk': 'R2-EMU/13/1/2/PACKETS_TRANSMITTED'} - [dict] KpiSampleTypeModel[R3-EMU/13/1/2/BYTES_RECEIVED] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/1/2]', 'kpi_sample_type': 'BYTES_RECEIVED', 'pk': 'R3-EMU/13/1/2/BYTES_RECEIVED'} - [dict] KpiSampleTypeModel[R3-EMU/13/1/2/BYTES_TRANSMITTED] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/1/2]', 'kpi_sample_type': 'BYTES_TRANSMITTED', 'pk': 'R3-EMU/13/1/2/BYTES_TRANSMITTED'} - [dict] KpiSampleTypeModel[R3-EMU/13/1/2/PACKETS_RECEIVED] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/1/2]', 'kpi_sample_type': 'PACKETS_RECEIVED', 'pk': 'R3-EMU/13/1/2/PACKETS_RECEIVED'} - [dict] KpiSampleTypeModel[R3-EMU/13/1/2/PACKETS_TRANSMITTED] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/1/2]', 'kpi_sample_type': 'PACKETS_TRANSMITTED', 'pk': 'R3-EMU/13/1/2/PACKETS_TRANSMITTED'} - [dict] KpiSampleTypeModel[R4-EMU/13/1/2/BYTES_RECEIVED] :: {'endpoint_fk': 'EndPointModel[R4-EMU/13/1/2]', 'kpi_sample_type': 'BYTES_RECEIVED', 'pk': 'R4-EMU/13/1/2/BYTES_RECEIVED'} - [dict] KpiSampleTypeModel[R4-EMU/13/1/2/BYTES_TRANSMITTED] :: {'endpoint_fk': 'EndPointModel[R4-EMU/13/1/2]', 'kpi_sample_type': 'BYTES_TRANSMITTED', 'pk': 'R4-EMU/13/1/2/BYTES_TRANSMITTED'} - [dict] KpiSampleTypeModel[R4-EMU/13/1/2/PACKETS_RECEIVED] :: {'endpoint_fk': 'EndPointModel[R4-EMU/13/1/2]', 'kpi_sample_type': 'PACKETS_RECEIVED', 'pk': 'R4-EMU/13/1/2/PACKETS_RECEIVED'} - [dict] KpiSampleTypeModel[R4-EMU/13/1/2/PACKETS_TRANSMITTED] :: {'endpoint_fk': 'EndPointModel[R4-EMU/13/1/2]', 'kpi_sample_type': 'PACKETS_TRANSMITTED', 'pk': 'R4-EMU/13/1/2/PACKETS_TRANSMITTED'} - [ set] LinkEndPointModel/instances :: {'LinkEndPointModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870--O1-OLS]', 'LinkEndPointModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870--R1-EMU]', 'LinkEndPointModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418--O1-OLS]', 'LinkEndPointModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418--R2-EMU]', 'LinkEndPointModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513--O1-OLS]', 'LinkEndPointModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513--R3-EMU]', 'LinkEndPointModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec--O1-OLS]', 'LinkEndPointModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec--R4-EMU]'} - [dict] LinkEndPointModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870--O1-OLS] :: {'endpoint_fk': 'EndPointModel[O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'link_fk': 'LinkModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'pk': 'R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870--O1-OLS'} - [dict] LinkEndPointModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870--R1-EMU] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/0/0]', 'link_fk': 'LinkModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'pk': 'R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870--R1-EMU'} - [dict] LinkEndPointModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418--O1-OLS] :: {'endpoint_fk': 'EndPointModel[O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]', 'link_fk': 'LinkModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]', 'pk': 'R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418--O1-OLS'} - [dict] LinkEndPointModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418--R2-EMU] :: {'endpoint_fk': 'EndPointModel[R2-EMU/13/0/0]', 'link_fk': 'LinkModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]', 'pk': 'R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418--R2-EMU'} - [dict] LinkEndPointModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513--O1-OLS] :: {'endpoint_fk': 'EndPointModel[O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'link_fk': 'LinkModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'pk': 'R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513--O1-OLS'} - [dict] LinkEndPointModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513--R3-EMU] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/0/0]', 'link_fk': 'LinkModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'pk': 'R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513--R3-EMU'} - [dict] LinkEndPointModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec--O1-OLS] :: {'endpoint_fk': 'EndPointModel[O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]', 'link_fk': 'LinkModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]', 'pk': 'R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec--O1-OLS'} - [dict] LinkEndPointModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec--R4-EMU] :: {'endpoint_fk': 'EndPointModel[R4-EMU/13/0/0]', 'link_fk': 'LinkModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]', 'pk': 'R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec--R4-EMU'} - [ set] LinkModel/instances :: {'LinkModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'LinkModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]', 'LinkModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'LinkModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]'} - [dict] LinkModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870] :: {'link_uuid': 'R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870', 'pk': 'R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870'} - [ set] LinkModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]/references :: {'LinkEndPointModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870--O1-OLS]:link_fk', 'LinkEndPointModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870--R1-EMU]:link_fk', 'TopologyLinkModel[admin/admin--R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]:link_fk'} - [dict] LinkModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418] :: {'link_uuid': 'R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418', 'pk': 'R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418'} - [ set] LinkModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]/references :: {'LinkEndPointModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418--O1-OLS]:link_fk', 'LinkEndPointModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418--R2-EMU]:link_fk', 'TopologyLinkModel[admin/admin--R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]:link_fk'} - [dict] LinkModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513] :: {'link_uuid': 'R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513', 'pk': 'R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513'} - [ set] LinkModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]/references :: {'LinkEndPointModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513--O1-OLS]:link_fk', 'LinkEndPointModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513--R3-EMU]:link_fk', 'TopologyLinkModel[admin/admin--R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]:link_fk'} - [dict] LinkModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec] :: {'link_uuid': 'R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec', 'pk': 'R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec'} - [ set] LinkModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]/references :: {'LinkEndPointModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec--O1-OLS]:link_fk', 'LinkEndPointModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec--R4-EMU]:link_fk', 'TopologyLinkModel[admin/admin--R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]:link_fk'} - [ set] PathHopModel/instances :: {'PathHopModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845:O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'PathHopModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845:O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R1-EMU/13/0/0]', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R1-EMU/13/1/2]', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R3-EMU/13/0/0]', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R3-EMU/13/1/2]'} - [dict] PathHopModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845:O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513] :: {'endpoint_fk': 'EndPointModel[O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'path_fk': 'PathModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'pk': '82d53bf9-3293-4e9c-bcbc-27929c6b1845:O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513', 'position': '1'} - [dict] PathHopModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845:O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870] :: {'endpoint_fk': 'EndPointModel[O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'path_fk': 'PathModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'pk': '82d53bf9-3293-4e9c-bcbc-27929c6b1845:O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870', 'position': '0'} - [dict] PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R1-EMU/13/0/0] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/0/0]', 'path_fk': 'PathModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'pk': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e:R1-EMU/13/0/0', 'position': '1'} - [dict] PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R1-EMU/13/1/2] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/1/2]', 'path_fk': 'PathModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'pk': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e:R1-EMU/13/1/2', 'position': '0'} - [dict] PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R3-EMU/13/0/0] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/0/0]', 'path_fk': 'PathModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'pk': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e:R3-EMU/13/0/0', 'position': '2'} - [dict] PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R3-EMU/13/1/2] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/1/2]', 'path_fk': 'PathModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'pk': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e:R3-EMU/13/1/2', 'position': '3'} - [ set] PathModel/instances :: {'PathModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'PathModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [dict] PathModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845] :: {'pk': '82d53bf9-3293-4e9c-bcbc-27929c6b1845'} - [ set] PathModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845]/references :: {'ConnectionModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845]:path_fk', 'PathHopModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845:O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]:path_fk', 'PathHopModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845:O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]:path_fk'} - [dict] PathModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e] :: {'pk': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e'} - [ set] PathModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]/references :: {'ConnectionModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]:path_fk', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R1-EMU/13/0/0]:path_fk', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R1-EMU/13/1/2]:path_fk', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R3-EMU/13/0/0]:path_fk', 'PathHopModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e:R3-EMU/13/1/2]:path_fk'} - [ set] ServiceEndPointModel/instances :: {'ServiceEndPointModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845--O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'ServiceEndPointModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845--O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'ServiceEndPointModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--R1-EMU/13/1/2]', 'ServiceEndPointModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--R3-EMU/13/1/2]'} - [dict] ServiceEndPointModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845--O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513] :: {'endpoint_fk': 'EndPointModel[O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'pk': '82d53bf9-3293-4e9c-bcbc-27929c6b1845--O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513', 'service_fk': 'ServiceModel[admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]'} - [dict] ServiceEndPointModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845--O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870] :: {'endpoint_fk': 'EndPointModel[O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'pk': '82d53bf9-3293-4e9c-bcbc-27929c6b1845--O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870', 'service_fk': 'ServiceModel[admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]'} - [dict] ServiceEndPointModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--R1-EMU/13/1/2] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/1/2]', 'pk': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e--R1-EMU/13/1/2', 'service_fk': 'ServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [dict] ServiceEndPointModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--R3-EMU/13/1/2] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/1/2]', 'pk': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e--R3-EMU/13/1/2', 'service_fk': 'ServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [ set] ServiceModel/instances :: {'ServiceModel[admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'ServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [dict] ServiceModel[admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845] :: {'context_fk': 'ContextModel[admin]', 'pk': 'admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845', 'service_config_fk': 'ConfigModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'service_constraints_fk': 'ConstraintsModel[service:admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]', 'service_status': 'ACTIVE', 'service_type': 'TAPI_CONNECTIVITY_SERVICE', 'service_uuid': '82d53bf9-3293-4e9c-bcbc-27929c6b1845'} - [ set] ServiceModel[admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]/references :: {'ConnectionModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845]:service_fk', 'ConnectionSubServiceModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--admin/82d53bf9-3293-4e9c-bcbc-27929c6b1845]:sub_service_fk', 'ServiceEndPointModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845--O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]:service_fk', 'ServiceEndPointModel[82d53bf9-3293-4e9c-bcbc-27929c6b1845--O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]:service_fk'} - [dict] ServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e] :: {'context_fk': 'ContextModel[admin]', 'pk': 'admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e', 'service_config_fk': 'ConfigModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'service_constraints_fk': 'ConstraintsModel[service:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'service_status': 'ACTIVE', 'service_type': 'L3NM', 'service_uuid': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e'} - [ set] ServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]/references :: {'ConnectionModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e]:service_fk', 'ServiceEndPointModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--R1-EMU/13/1/2]:service_fk', 'ServiceEndPointModel[d838a77b-0fbc-4a8c-835a-d2b1d435858e--R3-EMU/13/1/2]:service_fk', 'SliceServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]:service_fk'} - [ set] SliceEndPointModel/instances :: {'SliceEndPointModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--R1-EMU/13/1/2]', 'SliceEndPointModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--R3-EMU/13/1/2]'} - [dict] SliceEndPointModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--R1-EMU/13/1/2] :: {'endpoint_fk': 'EndPointModel[R1-EMU/13/1/2]', 'pk': 'admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--R1-EMU/13/1/2', 'slice_fk': 'SliceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [dict] SliceEndPointModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--R3-EMU/13/1/2] :: {'endpoint_fk': 'EndPointModel[R3-EMU/13/1/2]', 'pk': 'admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--R3-EMU/13/1/2', 'slice_fk': 'SliceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [ set] SliceModel/instances :: {'SliceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [dict] SliceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e] :: {'context_fk': 'ContextModel[admin]', 'pk': 'admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e', 'slice_config_fk': 'ConfigModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'slice_constraints_fk': 'ConstraintsModel[slice:admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'slice_owner_string': '', 'slice_owner_uuid': '', 'slice_status': 'ACTIVE', 'slice_uuid': 'd838a77b-0fbc-4a8c-835a-d2b1d435858e'} - [ set] SliceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]/references :: {'SliceEndPointModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--R1-EMU/13/1/2]:slice_fk', 'SliceEndPointModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--R3-EMU/13/1/2]:slice_fk', 'SliceServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]:slice_fk'} - [ set] SliceServiceModel/instances :: {'SliceServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [dict] SliceServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e] :: {'pk': 'admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e--admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e', 'service_fk': 'ServiceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]', 'slice_fk': 'SliceModel[admin/d838a77b-0fbc-4a8c-835a-d2b1d435858e]'} - [ set] TopologyDeviceModel/instances :: {'TopologyDeviceModel[admin/admin--O1-OLS]', 'TopologyDeviceModel[admin/admin--R1-EMU]', 'TopologyDeviceModel[admin/admin--R2-EMU]', 'TopologyDeviceModel[admin/admin--R3-EMU]', 'TopologyDeviceModel[admin/admin--R4-EMU]'} - [dict] TopologyDeviceModel[admin/admin--O1-OLS] :: {'device_fk': 'DeviceModel[O1-OLS]', 'pk': 'admin/admin--O1-OLS', 'topology_fk': 'TopologyModel[admin/admin]'} - [dict] TopologyDeviceModel[admin/admin--R1-EMU] :: {'device_fk': 'DeviceModel[R1-EMU]', 'pk': 'admin/admin--R1-EMU', 'topology_fk': 'TopologyModel[admin/admin]'} - [dict] TopologyDeviceModel[admin/admin--R2-EMU] :: {'device_fk': 'DeviceModel[R2-EMU]', 'pk': 'admin/admin--R2-EMU', 'topology_fk': 'TopologyModel[admin/admin]'} - [dict] TopologyDeviceModel[admin/admin--R3-EMU] :: {'device_fk': 'DeviceModel[R3-EMU]', 'pk': 'admin/admin--R3-EMU', 'topology_fk': 'TopologyModel[admin/admin]'} - [dict] TopologyDeviceModel[admin/admin--R4-EMU] :: {'device_fk': 'DeviceModel[R4-EMU]', 'pk': 'admin/admin--R4-EMU', 'topology_fk': 'TopologyModel[admin/admin]'} - [ set] TopologyLinkModel/instances :: {'TopologyLinkModel[admin/admin--R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'TopologyLinkModel[admin/admin--R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]', 'TopologyLinkModel[admin/admin--R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'TopologyLinkModel[admin/admin--R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]'} - [dict] TopologyLinkModel[admin/admin--R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870] :: {'link_fk': 'LinkModel[R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]', 'pk': 'admin/admin--R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870', 'topology_fk': 'TopologyModel[admin/admin]'} - [dict] TopologyLinkModel[admin/admin--R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418] :: {'link_fk': 'LinkModel[R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]', 'pk': 'admin/admin--R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418', 'topology_fk': 'TopologyModel[admin/admin]'} - [dict] TopologyLinkModel[admin/admin--R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513] :: {'link_fk': 'LinkModel[R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]', 'pk': 'admin/admin--R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513', 'topology_fk': 'TopologyModel[admin/admin]'} - [dict] TopologyLinkModel[admin/admin--R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec] :: {'link_fk': 'LinkModel[R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]', 'pk': 'admin/admin--R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec', 'topology_fk': 'TopologyModel[admin/admin]'} - [ set] TopologyModel/instances :: {'TopologyModel[admin/admin]'} - [dict] TopologyModel[admin/admin] :: {'context_fk': 'ContextModel[admin]', 'pk': 'admin/admin', 'topology_uuid': 'admin'} - [ set] TopologyModel[admin/admin]/references :: {'TopologyDeviceModel[admin/admin--O1-OLS]:topology_fk', 'TopologyDeviceModel[admin/admin--R1-EMU]:topology_fk', 'TopologyDeviceModel[admin/admin--R2-EMU]:topology_fk', 'TopologyDeviceModel[admin/admin--R3-EMU]:topology_fk', 'TopologyDeviceModel[admin/admin--R4-EMU]:topology_fk', 'TopologyLinkModel[admin/admin--R1-EMU/13/0/0==O1-OLS/aade6001-f00b-5e2f-a357-6a0a9d3de870]:topology_fk', 'TopologyLinkModel[admin/admin--R2-EMU/13/0/0==O1-OLS/eb287d83-f05e-53ec-ab5a-adf6bd2b5418]:topology_fk', 'TopologyLinkModel[admin/admin--R3-EMU/13/0/0==O1-OLS/0ef74f99-1acc-57bd-ab9d-4b958b06c513]:topology_fk', 'TopologyLinkModel[admin/admin--R4-EMU/13/0/0==O1-OLS/50296d99-58cc-5ce7-82f5-fc8ee4eec2ec]:topology_fk'} ------------------------------------------------------------ \ No newline at end of file diff --git a/exp1_results/pod_info.csv b/exp1_results/pod_info.csv new file mode 100644 index 0000000000000000000000000000000000000000..115aa2fbd49d5d2b18552e14b7444f7563daeec7 --- /dev/null +++ b/exp1_results/pod_info.csv @@ -0,0 +1,24821 @@ +number_active_pods,cpu_usage +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, +1, diff --git a/exp1_results/response_times_l3-centralizedattackdetectorservice-6f68d67f85-bjq75.csv b/exp1_results/response_times_l3-centralizedattackdetectorservice-6f68d67f85-bjq75.csv new file mode 100644 index 0000000000000000000000000000000000000000..9b7466d5c3213249699418fcc4fd55495a1331d9 --- /dev/null +++ b/exp1_results/response_times_l3-centralizedattackdetectorservice-6f68d67f85-bjq75.csv @@ -0,0 +1,20 @@ +timestamp_first_req,timestamp_last_req,total_time,batch_size +1684439500.7262454,1684439518.696577,17.97033166885376,256 +1684439518.7009058,1684439536.8979518,18.197046041488647,256 +1684439536.9033403,1684439573.1907332,36.28739285469055,256 +1684439573.1981168,1684439591.7938573,18.59574055671692,256 +1684439591.801213,1684439626.0076125,34.20639944076538,256 +1684439626.0122116,1684439660.0969336,34.08472204208374,256 +1684439660.1023145,1684439694.6814883,34.57917380332947,256 +1684439694.6866412,1684439713.177154,18.49051284790039,256 +1684439713.183632,1684439748.8026614,35.61902952194214,256 +1684439748.8648906,1684439768.0725336,19.207643032073975,256 +1684439768.0773811,1684439786.7156172,18.638236045837402,256 +1684439786.7640705,1684439805.4091456,18.64507508277893,256 +1684439805.4138126,1684439841.2038834,35.79007077217102,256 +1684439841.2108314,1684439860.10726,18.89642858505249,256 +1684439860.1131806,1684439878.264643,18.15146231651306,256 +1684439878.2704298,1684439896.9845712,18.714141368865967,256 +1684439897.0112722,1684439915.293344,18.282071828842163,256 +1684439915.2984266,1684439934.505506,19.20707941055298,256 +1684439934.5113277,1684439952.389038,17.877710342407227,256 diff --git a/extract_cad_csv_periodically.sh b/extract_cad_csv_periodically.sh deleted file mode 100644 index bcdf4dbf6fd7ff9605f91f8b2925a492296b2ec7..0000000000000000000000000000000000000000 --- a/extract_cad_csv_periodically.sh +++ /dev/null @@ -1,23 +0,0 @@ -folder_name="cad_exp_1_results" - -if [ -d "$folder_name" ]; then - echo "Folder '$folder_name' already exists. Emptying it..." - rm -r "$folder_name"/* -else - echo "Creating folder '$folder_name'..." - mkdir "$folder_name" -fi - -while true; do - list=($(kubectl get pods --namespace tfs | grep l3-centralized | awk '{print $1}')) - #kubectl -n "tfs" cp $pod_name:exp_1.csv $folder_name/$pod_name.csv -c server - echo "These are the pods for now" - for item in "${list[@]}"; do - echo $item - kubectl -n "tfs" cp $item:cad_metrics.csv $folder_name/$item.csv -c server - done - sleep 2 -done - -# kubectl get pods --namespace tfs | grep l3-centralized | wc -l -# kubectl --namespace tfs get all | grep autoscaling/l3-centralizedattackdetectorservice-hpa | awk '{print $3}' \ No newline at end of file diff --git a/manifests/l3_centralizedattackdetectorservice.yaml b/manifests/l3_centralizedattackdetectorservice.yaml index 594e21f4dbb1b10e1d859053c33785e2e59e4b46..4940297eb295159f8a7ed7bd6582d1ed19afdf42 100644 --- a/manifests/l3_centralizedattackdetectorservice.yaml +++ b/manifests/l3_centralizedattackdetectorservice.yaml @@ -34,8 +34,14 @@ spec: - containerPort: 10001 - containerPort: 9192 env: - - name: LOG_LEVEL - value: "DEBUG" + - name: LOG_LEVEL + value: "DEBUG" + - name: BATCH_SIZE + value: "256" + - name: CAD_CLASSIFICATION_THRESHOLD + value: "0.5" + - name: MONITORED_KPIS_TIME_INTERVAL_AGG + value: "60" readinessProbe: exec: command: ["/bin/grpc_health_probe", "-addr=:10001"] @@ -44,10 +50,10 @@ spec: command: ["/bin/grpc_health_probe", "-addr=:10001"] resources: requests: - cpu: 250m + cpu: 100m memory: 512Mi limits: - cpu: 700m + cpu: 150m memory: 1024Mi --- apiVersion: v1 @@ -87,7 +93,7 @@ spec: name: cpu target: type: Utilization - averageUtilization: 80 + averageUtilization: 0.99 behavior: scaleDown: stabilizationWindowSeconds: 120 diff --git a/run_cad_metrics_extraction.sh b/run_cad_metrics_extraction.sh new file mode 100755 index 0000000000000000000000000000000000000000..358bcb689835beab47bac557e9ca705d0afedff0 --- /dev/null +++ b/run_cad_metrics_extraction.sh @@ -0,0 +1,55 @@ +folder_name="exp1_results" + +echo "Output folder: $folder_name" + +if [ -d "$folder_name" ]; then + echo "Output folder '$folder_name' already exists." + echo "Removing all files in '$folder_name'..." + rm -r "$folder_name"/* +else + echo "Creating output folder '$folder_name'..." + mkdir "$folder_name" +fi + +# Write column names to csv file +echo "number_active_pods,cpu_usage" > $folder_name/pod_info.csv + +echo "Starting collection of CAD metrics..." +while true; do + list=($(kubectl get pods --namespace tfs | grep l3-centralized | awk '{print $1}')) + #kubectl -n "tfs" cp $pod_name:exp_1.csv $folder_name/$pod_name.csv -c server + echo "Currently running pods:" + + for item in "${list[@]}"; do + echo "Pod: $item" + echo "Copying CAD metrics csv file to $folder_name/response_times_$item.csv" + kubectl -n "tfs" cp $item:response_times.csv $folder_name/response_times_$item.csv -c server + done + + echo "Getting number of currently active pods and CPU usage..." + number_pods=$(kubectl get pods --namespace tfs | grep l3-centralized | wc -l) + cpu_usage=$(kubectl --namespace tfs get all | grep autoscaling/l3-centralizedattackdetectorservice-hpa | awk '{print $3}') + + # check that cpu_usage does not contain "unknown" + if [[ $cpu_usage == *"unknown"* ]]; then + cpu_usage=0 + fi + + echo + echo "Number of currently active pods: $number_pods" + echo "CPU usage: $cpu_usage" + echo + + echo "Writing number of currently active pods and CPU usage to $folder_name/pod_info.csv" + echo "$number_pods,$cpu_usage" >> $folder_name/pod_info.csv + sleep 1 + + # check if file "stop_exp1" exists + if [ -f "stop_exp1" ]; then + echo "File 'stop_exp1' found. Stopping experiment." + break + fi +done + +echo "Collection of CAD metrics stopped." +rm stop_exp1 diff --git a/set_exp1_params.sh b/set_exp1_params.sh new file mode 100755 index 0000000000000000000000000000000000000000..881608ae5b90810c513add1b0bebcb5a145795de --- /dev/null +++ b/set_exp1_params.sh @@ -0,0 +1,78 @@ +#!/bin/bash + +export BATCH_SIZE=${1:-10} +export TARGET_CPU_UTIL=${2:-80} + +echo "exp1 parameters set to:" +echo "BATCH_SIZE: $BATCH_SIZE" +echo "TARGET_CPU_UTIL: $TARGET_CPU_UTIL" + +CAD_manifest="./manifests/l3_centralizedattackdetectorservice.yaml" + +# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/) +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# apiVersion: apps/v1 +# kind: Deployment +# metadata: +# name: l3-centralizedattackdetectorservice +# spec: +# selector: +# matchLabels: +# app: l3-centralizedattackdetectorservice +# template: +# metadata: +# labels: +# app: l3-centralizedattackdetectorservice +# spec: +# terminationGracePeriodSeconds: 5 +# containers: +# - name: server +# image: labs.etsi.org:5050/tfs/controller/l3_centralizedattackdetector:latest +# imagePullPolicy: Always +# ports: +# - containerPort: 10001 +# - containerPort: 9192 +# env: +# - name: LOG_LEVEL +# value: "DEBUG" +# - name: BATCH_SIZE +# value: "10" +# - name: CAD_CLASSIFICATION_THRESHOLD + + +# Update BATCH_SIZE value in the CAD manifest +echo "Updating BATCH_SIZE value in the CAD manifest to $BATCH_SIZE" +found=0 +line_num=0 + +while read line; do + line_num=$((line_num+1)) + + if [[ $line == *"name: BATCH_SIZE"* ]]; then + found=1 + fi + + if [[ $found == 1 ]]; then + if [[ $line == *"value"* ]]; then + echo "Found BATCH_SIZE value in the CAD manifest at line $line_num" + sed -i "${line_num}s/\(value: \).*/\1\"$BATCH_SIZE\"/" $CAD_manifest + break + fi + fi +done < $CAD_manifest + +# Update averageUtilization value in the CAD manifest to TARGET_CPU_UTIL +echo "Updating averageUtilization value in the CAD manifest to $TARGET_CPU_UTIL" +sed -i "s/\(averageUtilization: \).*/\1$TARGET_CPU_UTIL/" $CAD_manifest \ No newline at end of file diff --git a/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py b/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py index 6be956358d4e7cc192a5106b5c1ebffe8db8e7bd..676ccaa5400bf3ac0ba805adf7472e9f1836a518 100644 --- a/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py +++ b/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py @@ -37,24 +37,19 @@ from common.tools.timestamp.Converters import timestamp_utcnow_to_float from common.proto.context_pb2 import Timestamp, SliceId, ConnectionId from l3_attackmitigator.client.l3_attackmitigatorClient import l3_attackmitigatorClient - import uuid - from common.method_wrappers.Decorator import MetricsPool, safe_and_metered_rpc_method - import csv LOGGER = logging.getLogger(__name__) current_dir = os.path.dirname(os.path.abspath(__file__)) -# Demo constants +# Constants DEMO_MODE = False ATTACK_IPS = ["37.187.95.110", "91.121.140.167", "94.23.23.52", "94.23.247.226", "149.202.83.171"] - -BATCH_SIZE= 10 - -METRICS_POOL = MetricsPool('l3_centralizedattackdetector', 'RPC') +BATCH_SIZE = int(os.getenv("BATCH_SIZE", 10)) +METRICS_POOL = MetricsPool("l3_centralizedattackdetector", "RPC") class ConnectionInfo: @@ -101,8 +96,8 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto self.cryptomining_detector_features_metadata = [float(x) for x in self.cryptomining_detector_features_metadata] self.cryptomining_detector_features_metadata.sort() LOGGER.info("Cryptomining Detector Features: " + str(self.cryptomining_detector_features_metadata)) - - LOGGER.info("Batch size: " + str(BATCH_SIZE)) + + LOGGER.info(f"Batch size: {BATCH_SIZE}") self.input_name = self.cryptomining_detector_model.get_inputs()[0].name self.label_name = self.cryptomining_detector_model.get_outputs()[0].name @@ -125,7 +120,7 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto self.l3_unique_attackers = 0 self.l3_non_empty_time_interval = False - + self.active_requests = [] self.monitoring_client = MonitoringClient() @@ -165,8 +160,8 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto self.attackmitigator_client = l3_attackmitigatorClient() # Environment variables - self.CLASSIFICATION_THRESHOLD = os.getenv("CAD_CLASSIFICATION_THRESHOLD", 0.5) - self.MONITORED_KPIS_TIME_INTERVAL_AGG = os.getenv("MONITORED_KPIS_TIME_INTERVAL_AGG", 60) + self.CLASSIFICATION_THRESHOLD = float(os.getenv("CAD_CLASSIFICATION_THRESHOLD", 0.5)) + self.MONITORED_KPIS_TIME_INTERVAL_AGG = int(os.getenv("MONITORED_KPIS_TIME_INTERVAL_AGG", 60)) # Constants self.NORMAL_CLASS = 0 @@ -191,19 +186,18 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto self.total_predictions = 0 self.false_positives = 0 self.false_negatives = 0 - + self.replica_uuid = uuid.uuid4() - + self.first_batch_request_time = 0 self.last_batch_request_time = 0 - + LOGGER.info("This replica's identifier is: " + str(self.replica_uuid)) - - csv_file_path = 'hola_mundo.csv' - - col_names = ['timestamp_first_req', 'timestamp_last_req', 'total_time', 'batch_size'] - - with open(csv_file_path, 'w', newline='') as file: + + self.response_times_csv_file_path = "response_times.csv" + col_names = ["timestamp_first_req", "timestamp_last_req", "total_time", "batch_size"] + + with open(self.response_times_csv_file_path, "w", newline="") as file: writer = csv.writer(file) writer.writerow(col_names) @@ -411,14 +405,14 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto LOGGER.debug("batch_size: {}".format(batch_size)) LOGGER.debug("x_data.shape: {}".format(x_data.shape)) - inference_time_start = time.perf_counter() + inference_time_start = time.time() # Perform inference predictions = self.cryptomining_detector_model.run( [self.prob_name], {self.input_name: x_data.astype(np.float32)} )[0] - inference_time_end = time.perf_counter() + inference_time_end = time.time() # Measure inference time inference_time = inference_time_end - inference_time_start @@ -476,7 +470,7 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto output_message["tag"] = self.NORMAL_CLASS return output_message - + """ Classify connection as standard traffic or cryptomining attack and return results -input: @@ -497,14 +491,14 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto # Print input data shape LOGGER.debug("x_data.shape: {}".format(x_data.shape)) - inference_time_start = time.perf_counter() + inference_time_start = time.time() # Perform inference predictions = self.cryptomining_detector_model.run( [self.prob_name], {self.input_name: x_data.astype(np.float32)} )[0] - inference_time_end = time.perf_counter() + inference_time_end = time.time() # Measure inference time inference_time = inference_time_end - inference_time_start @@ -536,23 +530,25 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto # Gather the predicted class, the probability of that class and other relevant information required to block the attack output_messages = [] for i, request in enumerate(requests): - output_messages.append({ - "confidence": None, - "timestamp": datetime.now().strftime("%d/%m/%Y %H:%M:%S"), - "ip_o": request.connection_metadata.ip_o, - "ip_d": request.connection_metadata.ip_d, - "tag_name": None, - "tag": None, - "flow_id": request.connection_metadata.flow_id, - "protocol": request.connection_metadata.protocol, - "port_o": request.connection_metadata.port_o, - "port_d": request.connection_metadata.port_d, - "ml_id": self.cryptomining_detector_file_name, - "service_id": request.connection_metadata.service_id, - "endpoint_id": request.connection_metadata.endpoint_id, - "time_start": request.connection_metadata.time_start, - "time_end": request.connection_metadata.time_end, - }) + output_messages.append( + { + "confidence": None, + "timestamp": datetime.now().strftime("%d/%m/%Y %H:%M:%S"), + "ip_o": request.connection_metadata.ip_o, + "ip_d": request.connection_metadata.ip_d, + "tag_name": None, + "tag": None, + "flow_id": request.connection_metadata.flow_id, + "protocol": request.connection_metadata.protocol, + "port_o": request.connection_metadata.port_o, + "port_d": request.connection_metadata.port_d, + "ml_id": self.cryptomining_detector_file_name, + "service_id": request.connection_metadata.service_id, + "endpoint_id": request.connection_metadata.endpoint_id, + "time_start": request.connection_metadata.time_start, + "time_end": request.connection_metadata.time_end, + } + ) if predictions[i][1] >= self.CLASSIFICATION_THRESHOLD: output_messages[i]["confidence"] = predictions[i][1] @@ -571,21 +567,29 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto + request: L3CentralizedattackdetectorMetrics object with connection features information -output: Empty object with a message about the execution of the function """ + @safe_and_metered_rpc_method(METRICS_POOL, LOGGER) def AnalyzeConnectionStatistics(self, request, context): # Perform inference with the data sent in the request if len(self.active_requests) == 0: - self.first_batch_request_time = time.perf_counter() + self.first_batch_request_time = time.time() + self.active_requests.append(request) - if len(self.active_requests) == BATCH_SIZE: - - logging.debug("Performing inference... {}".format(self.replica_uuid)) - + LOGGER.debug("active_requests length: {}".format(len(self.active_requests))) + LOGGER.debug("BATCH_SIZE: {}".format(BATCH_SIZE)) + LOGGER.debug(len(self.active_requests) == BATCH_SIZE) + + LOGGER.debug("type(len(self.active_requests)): {}".format(type(len(self.active_requests)))) + LOGGER.debug("type(BATCH_SIZE): {}".format(type(BATCH_SIZE))) + + if len(self.active_requests) >= BATCH_SIZE: + LOGGER.debug("Performing inference... {}".format(self.replica_uuid)) + inference_time_start = time.time() cryptomining_detector_output = self.perform_distributed_inference(self.active_requests) inference_time_end = time.time() - + LOGGER.debug("Inference performed in {} seconds".format(inference_time_end - inference_time_start)) logging.info("Inference performed correctly") @@ -659,7 +663,7 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto self.total_predictions += 1 # if False: - notification_time_start = time.perf_counter() + notification_time_start = time.time() LOGGER.debug("Crypto attack detected") @@ -672,7 +676,7 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto logging.info("Sending the connection information to the Attack Mitigator component...") message = L3AttackmitigatorOutput(**cryptomining_detector_output[i]) response = self.attackmitigator_client.PerformMitigation(message) - notification_time_end = time.perf_counter() + notification_time_end = time.time() self.am_notification_times.append(notification_time_end - notification_time_start) @@ -705,8 +709,8 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto # logging.info("Attack Mitigator notified and received response: ", response.message) # FIX No message received logging.info("Attack Mitigator notified") - #return Empty(message="OK, information received and mitigator notified abou the attack") - + # return Empty(message="OK, information received and mitigator notified abou the attack") + except Exception as e: logging.error("Error notifying the Attack Mitigator component about the attack: ", e) logging.error("Couldn't find l3_attackmitigator") @@ -725,22 +729,25 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto self.total_predictions += 1 # return Empty(message="Ok, information received (no attack detected)") - + self.active_requests = [] - - - csv_file_path = 'cad_metrics.csv' - self.last_batch_request_time = time.perf_counter() - - col_values = [self.first_batch_request_time, self.last_batch_request_time, - self.last_batch_request_time - self.first_batch_request_time, BATCH_SIZE] - - with open(csv_file_path, 'a', newline='') as file: + self.last_batch_request_time = time.time() + + col_values = [ + self.first_batch_request_time, + self.last_batch_request_time, + self.last_batch_request_time - self.first_batch_request_time, + BATCH_SIZE, + ] + + LOGGER.debug("col_values: {}".format(col_values)) + + with open(self.response_times_csv_file_path, "a", newline="") as file: writer = csv.writer(file) writer.writerow(col_values) - + return Empty(message="Ok, metrics processed") - + return Empty(message="Ok, information received") def analyze_prediction_accuracy(self, confidence): @@ -798,6 +805,7 @@ class l3_centralizedattackdetectorServiceServicerImpl(L3Centralizedattackdetecto Send features allocated in the metadata of the onnx file to the DAD -output: ONNX metadata as a list of integers """ + @safe_and_metered_rpc_method(METRICS_POOL, LOGGER) def GetFeaturesIds(self, request: Empty, context): features = AutoFeatures() diff --git a/tmp.yaml b/tmp.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391