diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 067764b1cfa677d272d921913e560e84b2a0f269..d9af15c665892cade5da812f27a941e9494249c5 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -20,4 +20,6 @@ include:
- local: '/src/tester_functional/.gitlab-ci.yml'
- local: '/src/automation/.gitlab-ci.yml'
- local: '/src/policy/.gitlab-ci.yml'
-
+ - local: '/src/l3_distributedattackdetector/.gitlab-ci.yml'
+ - local: '/src/l3_centralizedattackdetector/.gitlab-ci.yml'
+ - local: '/src/l3_attackmitigator/.gitlab-ci.yml'
diff --git a/manifests/l3_attackmitigatorservice.yaml b/manifests/l3_attackmitigatorservice.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..7ac91b02fd2b3be51a9e810ae194fb0d7a9bf0d7
--- /dev/null
+++ b/manifests/l3_attackmitigatorservice.yaml
@@ -0,0 +1,49 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+ name: attackmitigatorservice
+spec:
+ selector:
+ matchLabels:
+ app: attackmitigatorservice
+ template:
+ metadata:
+ labels:
+ app: attackmitigatorservice
+ spec:
+ terminationGracePeriodSeconds: 5
+ containers:
+ - name: server
+ image: registry.gitlab.com/teraflow-h2020/controller/attackmitigator:latest
+ imagePullPolicy: Always
+ ports:
+ - containerPort: 10002
+ env:
+ - name: LOG_LEVEL
+ value: "DEBUG"
+ readinessProbe:
+ exec:
+ command: ["/bin/grpc_health_probe", "-addr=:10002"]
+ livenessProbe:
+ exec:
+ command: ["/bin/grpc_health_probe", "-addr=:10002"]
+ resources:
+ requests:
+ cpu: 250m
+ memory: 512Mi
+ limits:
+ cpu: 700m
+ memory: 1024Mi
+---
+apiVersion: v1
+kind: Service
+metadata:
+ name: attackmitigatorservice
+spec:
+ type: ClusterIP
+ selector:
+ app: attackmitigatorservice
+ ports:
+ - name: grpc
+ port: 10002
+ targetPort: 10002
diff --git a/manifests/l3_centralizedattackdetectorservice.yaml b/manifests/l3_centralizedattackdetectorservice.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4b4b629294dc72f0d158b923364bb65d559df624
--- /dev/null
+++ b/manifests/l3_centralizedattackdetectorservice.yaml
@@ -0,0 +1,49 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+ name: centralizedattackdetectorservice
+spec:
+ selector:
+ matchLabels:
+ app: centralizedattackdetectorservice
+ template:
+ metadata:
+ labels:
+ app: centralizedattackdetectorservice
+ spec:
+ terminationGracePeriodSeconds: 5
+ containers:
+ - name: server
+ image: registry.gitlab.com/teraflow-h2020/controller/centralizedattackdetector:latest
+ imagePullPolicy: Always
+ ports:
+ - containerPort: 10001
+ env:
+ - name: LOG_LEVEL
+ value: "DEBUG"
+ readinessProbe:
+ exec:
+ command: ["/bin/grpc_health_probe", "-addr=:10001"]
+ livenessProbe:
+ exec:
+ command: ["/bin/grpc_health_probe", "-addr=:10001"]
+ resources:
+ requests:
+ cpu: 250m
+ memory: 512Mi
+ limits:
+ cpu: 700m
+ memory: 1024Mi
+---
+apiVersion: v1
+kind: Service
+metadata:
+ name: centralizedattackdetectorservice
+spec:
+ type: ClusterIP
+ selector:
+ app: centralizedattackdetectorservice
+ ports:
+ - name: grpc
+ port: 10001
+ targetPort: 10001
diff --git a/manifests/l3_distributedattackdetectorservice.yaml b/manifests/l3_distributedattackdetectorservice.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..22157d9a4e9faa3af6ea76c6212c7914a0868726
--- /dev/null
+++ b/manifests/l3_distributedattackdetectorservice.yaml
@@ -0,0 +1,49 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+ name: distributedattackdetectorservice
+spec:
+ selector:
+ matchLabels:
+ app: distributedattackdetectorservice
+ template:
+ metadata:
+ labels:
+ app: distributedattackdetectorservice
+ spec:
+ terminationGracePeriodSeconds: 5
+ containers:
+ - name: server
+ image: registry.gitlab.com/teraflow-h2020/controller/distributedattackdetector:latest
+ imagePullPolicy: Always
+ ports:
+ - containerPort: 10000
+ env:
+ - name: LOG_LEVEL
+ value: "DEBUG"
+ readinessProbe:
+ exec:
+ command: ["/bin/grpc_health_probe", "-addr=:10000"]
+ livenessProbe:
+ exec:
+ command: ["/bin/grpc_health_probe", "-addr=:10000"]
+ resources:
+ requests:
+ cpu: 250m
+ memory: 512Mi
+ limits:
+ cpu: 700m
+ memory: 1024Mi
+---
+apiVersion: v1
+kind: Service
+metadata:
+ name: distributedattackdetectorservice
+spec:
+ type: ClusterIP
+ selector:
+ app: distributedattackdetectorservice
+ ports:
+ - name: grpc
+ port: 10000
+ targetPort: 10000
diff --git a/proto/l3_attackmitigator.proto b/proto/l3_attackmitigator.proto
new file mode 100644
index 0000000000000000000000000000000000000000..345ac2ad116e84d1ecc46d8fe89c45e9acfa4e65
--- /dev/null
+++ b/proto/l3_attackmitigator.proto
@@ -0,0 +1,28 @@
+syntax = "proto3";
+
+service L3Attackmitigator{
+ // Sends a greeting
+ rpc SendOutput (Output) returns (EmptyMitigator) {}
+ // Sends another greeting
+ rpc GetMitigation (EmptyMitigator) returns (EmptyMitigator) {}
+}
+
+
+message EmptyMitigator {
+ optional string message = 1;
+}
+
+
+message Output {
+ float confidence = 1;
+ string timestamp = 2;
+ string ip_o = 3;
+ string tag_name = 4;
+ int32 tag = 5;
+ string flow_id = 6;
+ string protocol = 7;
+ string port_d = 8;
+ optional string ml_id = 9;
+ optional float time_start = 10;
+ optional float time_end = 11;
+}
diff --git a/proto/l3_centralizedattackdetector.proto b/proto/l3_centralizedattackdetector.proto
new file mode 100644
index 0000000000000000000000000000000000000000..6d675f4b8bc72149d49e07b093560cf5d5195528
--- /dev/null
+++ b/proto/l3_centralizedattackdetector.proto
@@ -0,0 +1,64 @@
+syntax = "proto3";
+
+service L3Centralizedattackdetector {
+ // Sends a greeting
+ rpc SendInput (ModelInput) returns (Empty) {}
+ // Sends another greeting
+ rpc GetOutput (Empty) returns (ModelOutput) {}
+}
+
+message ModelInput {
+ /*
+ Model input sent to the Inferencer by the client
+ There are currently 9 values and
+ */
+
+ // Machine learning
+ float n_packets_server_seconds = 1;
+ float n_packets_client_seconds = 2;
+ float n_bits_server_seconds = 3;
+ float n_bits_client_seconds = 4;
+ float n_bits_server_n_packets_server = 5;
+ float n_bits_client_n_packets_client = 6;
+ float n_packets_server_n_packets_client = 7;
+ float n_bits_server_n_bits_client = 8;
+
+ // Conection identifier
+ string ip_o = 9;
+ string port_o = 10;
+ string ip_d = 11;
+ string port_d = 12;
+ string flow_id = 13;
+ string protocol = 14;
+ optional float time_start = 15;
+ optional float time_end = 16;
+}
+
+message Empty {
+ optional string message = 1;
+}
+
+message ModelOutput {
+ float confidence = 1;
+ string timestamp = 2;
+ string ip_o = 3;
+ string tag_name = 4;
+ int32 tag = 5;
+ string flow_id = 6;
+ string protocol = 7;
+ string port_d = 8;
+ optional string ml_id = 9;
+ optional float time_start = 10;
+ optional float time_end = 11;
+}
+
+// Collections or streams?
+/*
+message InputCollection {
+ repeated model_input = 1;
+}
+
+message OutputCollection {
+ repeated model_output = 1;
+}
+*/
diff --git a/report_coverage_l3_attackmitigator.sh b/report_coverage_l3_attackmitigator.sh
new file mode 100644
index 0000000000000000000000000000000000000000..74df2c280b94af016d974a56e1019e42a54d6753
--- /dev/null
+++ b/report_coverage_l3_attackmitigator.sh
@@ -0,0 +1,3 @@
+#!/bin/bash
+
+./report_coverage_all.sh | grep --color -E -i "^l3_attackmitigator/.*$|$"
diff --git a/report_coverage_l3_centralizedattackdetector.sh b/report_coverage_l3_centralizedattackdetector.sh
new file mode 100644
index 0000000000000000000000000000000000000000..46faba45d245bd951c80652af8f3eed8e56a8ab6
--- /dev/null
+++ b/report_coverage_l3_centralizedattackdetector.sh
@@ -0,0 +1,3 @@
+#!/bin/bash
+
+./report_coverage_all.sh | grep --color -E -i "^l3_centralizedattackdetector/.*$|$"
diff --git a/report_coverage_l3_distributedattackdetector.sh b/report_coverage_l3_distributedattackdetector.sh
new file mode 100644
index 0000000000000000000000000000000000000000..eff6b1ce5e96f4500ae0efc58e6da586cf36fd25
--- /dev/null
+++ b/report_coverage_l3_distributedattackdetector.sh
@@ -0,0 +1,3 @@
+#!/bin/bash
+
+./report_coverage_all.sh | grep --color -E -i "^l3_distributedattackdetector/.*$|$"
diff --git a/run_tests_locally.sh b/run_tests_locally.sh
index 14ec7b32eff36eb5cebfed363439fb3ee3fbbba7..84d3d8c3fc6dc161feb39e4fb7a79c24b0ddbcca 100755
--- a/run_tests_locally.sh
+++ b/run_tests_locally.sh
@@ -29,6 +29,15 @@ coverage run --rcfile=$RCFILE --append -m pytest --log-level=INFO --verbose \
device/tests/test_unitary_driverapi.py \
device/tests/test_unitary_service.py
+coverage run --rcfile=$RCFILE --append -m pytest -s --log-level=INFO --verbose \
+ l3_centralizedattackdetector/tests/test_unitary.py
+
+coverage run --rcfile=$RCFILE --append -m pytest -s --log-level=INFO --verbose \
+ l3_distributedattackdetector/tests/test_unitary.py
+
+coverage run --rcfile=$RCFILE --append -m pytest -s --log-level=INFO --verbose \
+ l3_attackmitigator/tests/test_unitary.py
+
coverage run --rcfile=$RCFILE --append -m pytest --log-level=INFO --verbose \
service/tests/test_unitary.py
diff --git a/src/l3_attackmitigator/.gitlab-ci.yml b/src/l3_attackmitigator/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..e20771744b43a9209c8b9a193a1fb126008bb006
--- /dev/null
+++ b/src/l3_attackmitigator/.gitlab-ci.yml
@@ -0,0 +1,61 @@
+# Build, tag, and push the Docker images to the GitLab Docker registry
+build l3_attackmitigator:
+ variables:
+ IMAGE_NAME: 'l3_attackmitigator' # name of the microservice
+ IMAGE_NAME_TEST: 'l3_attackmitigator-test' # name of the microservice
+ IMAGE_TAG: 'latest' # tag of the container image (production, development, etc)
+ stage: build
+ before_script:
+ - docker login -u "$CI_REGISTRY_USER" -p "$CI_REGISTRY_PASSWORD" $CI_REGISTRY
+ script:
+ - docker build -t "$IMAGE_NAME:$IMAGE_TAG" -f ./src/$IMAGE_NAME/Dockerfile ./src/
+ - docker tag "$IMAGE_NAME:$IMAGE_TAG" "$CI_REGISTRY_IMAGE/$IMAGE_NAME:$IMAGE_TAG"
+ - docker push "$CI_REGISTRY_IMAGE/$IMAGE_NAME:$IMAGE_TAG"
+ rules:
+ - changes:
+ - src/$IMAGE_NAME/**
+ - .gitlab-ci.yml
+
+# Pull, execute, and run unitary tests for the Docker image from the GitLab registry
+unit_test l3_attackmitigator:
+ variables:
+ IMAGE_NAME: 'l3_attackmitigator' # name of the microservice
+ IMAGE_NAME_TEST: 'l3_attackmitigator-test' # name of the microservice
+ IMAGE_TAG: 'latest' # tag of the container image (production, development, etc)
+ stage: unit_test
+ needs:
+ - build l3_attackmitigator
+ before_script:
+ - docker login -u "$CI_REGISTRY_USER" -p "$CI_REGISTRY_PASSWORD" $CI_REGISTRY
+ - if docker network list | grep teraflowbridge; then echo "teraflowbridge is already created"; else docker network create -d bridge teraflowbridge; fi
+ script:
+ - docker pull "$CI_REGISTRY_IMAGE/$IMAGE_NAME:$IMAGE_TAG"
+ - docker run -d -p 10002:10002 --name $IMAGE_NAME --network=teraflowbridge "$IMAGE_NAME:$IMAGE_TAG"
+ - docker ps -a
+ - sleep 5
+ - docker ps -a
+ - docker port $IMAGE_NAME
+ - docker logs $IMAGE_NAME
+ - docker exec -i $IMAGE_NAME bash -c "pytest --log-level=DEBUG --verbose -o log_cli=true $IMAGE_NAME/tests/test_unitary.py"
+ after_script:
+ - docker stop $IMAGE_NAME
+ - docker rm $IMAGE_NAME
+ rules:
+ - changes:
+ - src/$IMAGE_NAME/**
+ - .gitlab-ci.yml
+
+# Deployment of the service in Kubernetes Cluster
+deploy l3_attackmitigator:
+ stage: deploy
+ needs:
+ - build l3_attackmitigator
+ - unit_test l3_attackmitigator
+ - dependencies all
+ - integ_test execute
+ script:
+ - kubectl version
+ - kubectl get all
+ - kubectl apply -f "manifests/l3_attackmitigatorservice.yaml"
+ - kubectl delete pods --selector app=l3_attackmitigatorservice
+ - kubectl get all
diff --git a/src/l3_attackmitigator/Config.py b/src/l3_attackmitigator/Config.py
new file mode 100644
index 0000000000000000000000000000000000000000..1c2d658637fa3285d736a41328dfb64fefab6a80
--- /dev/null
+++ b/src/l3_attackmitigator/Config.py
@@ -0,0 +1,12 @@
+import logging
+
+# General settings
+LOG_LEVEL = logging.WARNING
+
+# gRPC settings
+GRPC_SERVICE_PORT = 10002 # TODO UPM FIXME
+GRPC_MAX_WORKERS = 10
+GRPC_GRACE_PERIOD = 60
+
+# Prometheus settings
+METRICS_PORT = 9192
diff --git a/src/l3_attackmitigator/Dockerfile b/src/l3_attackmitigator/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..0065f273c6831a314c5a5f88802ec40a00c416d1
--- /dev/null
+++ b/src/l3_attackmitigator/Dockerfile
@@ -0,0 +1,35 @@
+FROM python:3-slim
+
+# Install dependencies
+RUN apt-get --yes --quiet --quiet update && \
+ apt-get --yes --quiet --quiet install wget g++ && \
+ rm -rf /var/lib/apt/lists/*
+
+# Set Python to show logs as they occur
+ENV PYTHONUNBUFFERED=0
+
+# Download the gRPC health probe
+RUN GRPC_HEALTH_PROBE_VERSION=v0.2.0 && \
+ wget -qO/bin/grpc_health_probe https://github.com/grpc-ecosystem/grpc-health-probe/releases/download/${GRPC_HEALTH_PROBE_VERSION}/grpc_health_probe-linux-amd64 && \
+ chmod +x /bin/grpc_health_probe
+
+# Get generic Python packages
+RUN python3 -m pip install --upgrade pip setuptools wheel pip-tools
+
+# Set working directory
+WORKDIR /var/teraflow
+
+# Create module sub-folders
+RUN mkdir -p /var/teraflow/l3_attackmitigator
+
+# Get Python packages per module
+COPY l3_attackmitigator/requirements.in l3_attackmitigator/requirements.in
+RUN pip-compile --output-file=l3_attackmitigator/requirements.txt l3_attackmitigator/requirements.in
+RUN python3 -m pip install -r l3_attackmitigator/requirements.in
+
+# Add files into working directory
+COPY common/. common
+COPY l3_attackmitigator/. l3_attackmitigator
+
+# Start service service
+ENTRYPOINT ["python", "-m", "l3_attackmitigator.service"]
diff --git a/src/l3_attackmitigator/README.md b/src/l3_attackmitigator/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..04c937a1d35e91071e0357278c81b33335e2e37a
--- /dev/null
+++ b/src/l3_attackmitigator/README.md
@@ -0,0 +1,3 @@
+# l3_attackmitigator
+- Receives packages and process it with TSTAT
+- Functions: ReportSummarizeKpi(KpiList)
diff --git a/src/l3_attackmitigator/__init__.py b/src/l3_attackmitigator/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_attackmitigator/client/__init__.py b/src/l3_attackmitigator/client/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_attackmitigator/client/l3_attackmitigatorClient.py b/src/l3_attackmitigator/client/l3_attackmitigatorClient.py
new file mode 100644
index 0000000000000000000000000000000000000000..190d6388459151e42fdebd0642fb9ccde3621ce0
--- /dev/null
+++ b/src/l3_attackmitigator/client/l3_attackmitigatorClient.py
@@ -0,0 +1,48 @@
+import grpc, logging
+from common.tools.client.RetryDecorator import retry, delay_exponential
+from l3_attackmitigator.proto.l3_attackmitigator_pb2_grpc import (
+ L3AttackmitigatorStub,
+)
+from l3_attackmitigator.proto.l3_attackmitigator_pb2 import (
+ Output,
+ EmptyMitigator
+)
+
+LOGGER = logging.getLogger(__name__)
+MAX_RETRIES = 15
+DELAY_FUNCTION = delay_exponential(initial=0.01, increment=2.0, maximum=5.0)
+
+
+class l3_attackmitigatorClient:
+ def __init__(self, address, port):
+ self.endpoint = "{}:{}".format(address, port)
+ LOGGER.debug("Creating channel to {}...".format(self.endpoint))
+ self.channel = None
+ self.stub = None
+ self.connect()
+ LOGGER.debug("Channel created")
+
+ def connect(self):
+ self.channel = grpc.insecure_channel(self.endpoint)
+ self.stub = L3AttackmitigatorStub(self.channel)
+
+ def close(self):
+ if self.channel is not None:
+ self.channel.close()
+ self.channel = None
+ self.stub = None
+
+ @retry(exceptions=set(), max_retries=MAX_RETRIES, delay_function=DELAY_FUNCTION, prepare_method_name='connect')
+ def SendOutput(self, request: Output) -> EmptyMitigator:
+ LOGGER.debug('SendOutput request: {}'.format(request))
+ response = self.stub.SendOutput(request)
+ LOGGER.debug('SendOutput result: {}'.format(response))
+ return response
+
+ @retry(exceptions=set(), max_retries=MAX_RETRIES, delay_function=DELAY_FUNCTION, prepare_method_name='connect')
+ def GetMitigation(self, request: EmptyMitigator) -> EmptyMitigator:
+ LOGGER.debug('GetMitigation request: {}'.format(request))
+ response = self.stub.GetMitigation(request)
+ LOGGER.debug('GetMitigation result: {}'.format(response))
+ return response
+
diff --git a/src/l3_attackmitigator/genproto.sh b/src/l3_attackmitigator/genproto.sh
new file mode 100644
index 0000000000000000000000000000000000000000..40635e44a4d43ec821d734f9fe022d86e37dc831
--- /dev/null
+++ b/src/l3_attackmitigator/genproto.sh
@@ -0,0 +1,29 @@
+#!/bin/bash -eu
+#
+# Copyright 2018 Google LLC
+#
+# 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.
+
+#!/bin/bash -e
+
+# Make folder containing the script the root folder for its execution
+cd $(dirname $0)
+
+rm -rf proto/*.py
+rm -rf proto/__pycache__
+touch proto/__init__.py
+
+python -m grpc_tools.protoc -I../../proto --python_out=proto --grpc_python_out=proto l3_attackmitigator.proto
+
+sed -i -E 's/(import\ .*)_pb2/from . \1_pb2/g' proto/l3_attackmitigator_pb2.py
+sed -i -E 's/(import\ .*)_pb2/from . \1_pb2/g' proto/l3_attackmitigator_pb2_grpc.py
diff --git a/src/l3_attackmitigator/proto/__init__.py b/src/l3_attackmitigator/proto/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_attackmitigator/proto/l3_attackmitigator_pb2.py b/src/l3_attackmitigator/proto/l3_attackmitigator_pb2.py
new file mode 100644
index 0000000000000000000000000000000000000000..0ad49c2ed33f8f352f200cf23c2b871683b9d086
--- /dev/null
+++ b/src/l3_attackmitigator/proto/l3_attackmitigator_pb2.py
@@ -0,0 +1,248 @@
+# -*- coding: utf-8 -*-
+# Generated by the protocol buffer compiler. DO NOT EDIT!
+# source: l3_attackmitigator.proto
+"""Generated protocol buffer code."""
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import message as _message
+from google.protobuf import reflection as _reflection
+from google.protobuf import symbol_database as _symbol_database
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+
+
+DESCRIPTOR = _descriptor.FileDescriptor(
+ name='l3_attackmitigator.proto',
+ package='',
+ syntax='proto3',
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ serialized_pb=b'\n\x18l3_attackmitigator.proto\"2\n\x0e\x45mptyMitigator\x12\x14\n\x07message\x18\x01 \x01(\tH\x00\x88\x01\x01\x42\n\n\x08_message\"\xf9\x01\n\x06Output\x12\x12\n\nconfidence\x18\x01 \x01(\x02\x12\x11\n\ttimestamp\x18\x02 \x01(\t\x12\x0c\n\x04ip_o\x18\x03 \x01(\t\x12\x10\n\x08tag_name\x18\x04 \x01(\t\x12\x0b\n\x03tag\x18\x05 \x01(\x05\x12\x0f\n\x07\x66low_id\x18\x06 \x01(\t\x12\x10\n\x08protocol\x18\x07 \x01(\t\x12\x0e\n\x06port_d\x18\x08 \x01(\t\x12\x12\n\x05ml_id\x18\t \x01(\tH\x00\x88\x01\x01\x12\x17\n\ntime_start\x18\n \x01(\x02H\x01\x88\x01\x01\x12\x15\n\x08time_end\x18\x0b \x01(\x02H\x02\x88\x01\x01\x42\x08\n\x06_ml_idB\r\n\x0b_time_startB\x0b\n\t_time_end2r\n\x11L3Attackmitigator\x12(\n\nSendOutput\x12\x07.Output\x1a\x0f.EmptyMitigator\"\x00\x12\x33\n\rGetMitigation\x12\x0f.EmptyMitigator\x1a\x0f.EmptyMitigator\"\x00\x62\x06proto3'
+)
+
+
+
+
+_EMPTYMITIGATOR = _descriptor.Descriptor(
+ name='EmptyMitigator',
+ full_name='EmptyMitigator',
+ filename=None,
+ file=DESCRIPTOR,
+ containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[
+ _descriptor.FieldDescriptor(
+ name='message', full_name='EmptyMitigator.message', index=0,
+ number=1, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ ],
+ extensions=[
+ ],
+ nested_types=[],
+ enum_types=[
+ ],
+ serialized_options=None,
+ is_extendable=False,
+ syntax='proto3',
+ extension_ranges=[],
+ oneofs=[
+ _descriptor.OneofDescriptor(
+ name='_message', full_name='EmptyMitigator._message',
+ index=0, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ ],
+ serialized_start=28,
+ serialized_end=78,
+)
+
+
+_OUTPUT = _descriptor.Descriptor(
+ name='Output',
+ full_name='Output',
+ filename=None,
+ file=DESCRIPTOR,
+ containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[
+ _descriptor.FieldDescriptor(
+ name='confidence', full_name='Output.confidence', index=0,
+ number=1, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='timestamp', full_name='Output.timestamp', index=1,
+ number=2, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ip_o', full_name='Output.ip_o', index=2,
+ number=3, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='tag_name', full_name='Output.tag_name', index=3,
+ number=4, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='tag', full_name='Output.tag', index=4,
+ number=5, type=5, cpp_type=1, label=1,
+ has_default_value=False, default_value=0,
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='flow_id', full_name='Output.flow_id', index=5,
+ number=6, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='protocol', full_name='Output.protocol', index=6,
+ number=7, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='port_d', full_name='Output.port_d', index=7,
+ number=8, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ml_id', full_name='Output.ml_id', index=8,
+ number=9, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_start', full_name='Output.time_start', index=9,
+ number=10, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_end', full_name='Output.time_end', index=10,
+ number=11, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ ],
+ extensions=[
+ ],
+ nested_types=[],
+ enum_types=[
+ ],
+ serialized_options=None,
+ is_extendable=False,
+ syntax='proto3',
+ extension_ranges=[],
+ oneofs=[
+ _descriptor.OneofDescriptor(
+ name='_ml_id', full_name='Output._ml_id',
+ index=0, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ _descriptor.OneofDescriptor(
+ name='_time_start', full_name='Output._time_start',
+ index=1, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ _descriptor.OneofDescriptor(
+ name='_time_end', full_name='Output._time_end',
+ index=2, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ ],
+ serialized_start=81,
+ serialized_end=330,
+)
+
+_EMPTYMITIGATOR.oneofs_by_name['_message'].fields.append(
+ _EMPTYMITIGATOR.fields_by_name['message'])
+_EMPTYMITIGATOR.fields_by_name['message'].containing_oneof = _EMPTYMITIGATOR.oneofs_by_name['_message']
+_OUTPUT.oneofs_by_name['_ml_id'].fields.append(
+ _OUTPUT.fields_by_name['ml_id'])
+_OUTPUT.fields_by_name['ml_id'].containing_oneof = _OUTPUT.oneofs_by_name['_ml_id']
+_OUTPUT.oneofs_by_name['_time_start'].fields.append(
+ _OUTPUT.fields_by_name['time_start'])
+_OUTPUT.fields_by_name['time_start'].containing_oneof = _OUTPUT.oneofs_by_name['_time_start']
+_OUTPUT.oneofs_by_name['_time_end'].fields.append(
+ _OUTPUT.fields_by_name['time_end'])
+_OUTPUT.fields_by_name['time_end'].containing_oneof = _OUTPUT.oneofs_by_name['_time_end']
+DESCRIPTOR.message_types_by_name['EmptyMitigator'] = _EMPTYMITIGATOR
+DESCRIPTOR.message_types_by_name['Output'] = _OUTPUT
+_sym_db.RegisterFileDescriptor(DESCRIPTOR)
+
+EmptyMitigator = _reflection.GeneratedProtocolMessageType('EmptyMitigator', (_message.Message,), {
+ 'DESCRIPTOR' : _EMPTYMITIGATOR,
+ '__module__' : 'l3_attackmitigator_pb2'
+ # @@protoc_insertion_point(class_scope:EmptyMitigator)
+ })
+_sym_db.RegisterMessage(EmptyMitigator)
+
+Output = _reflection.GeneratedProtocolMessageType('Output', (_message.Message,), {
+ 'DESCRIPTOR' : _OUTPUT,
+ '__module__' : 'l3_attackmitigator_pb2'
+ # @@protoc_insertion_point(class_scope:Output)
+ })
+_sym_db.RegisterMessage(Output)
+
+
+
+_L3ATTACKMITIGATOR = _descriptor.ServiceDescriptor(
+ name='L3Attackmitigator',
+ full_name='L3Attackmitigator',
+ file=DESCRIPTOR,
+ index=0,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ serialized_start=332,
+ serialized_end=446,
+ methods=[
+ _descriptor.MethodDescriptor(
+ name='SendOutput',
+ full_name='L3Attackmitigator.SendOutput',
+ index=0,
+ containing_service=None,
+ input_type=_OUTPUT,
+ output_type=_EMPTYMITIGATOR,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ ),
+ _descriptor.MethodDescriptor(
+ name='GetMitigation',
+ full_name='L3Attackmitigator.GetMitigation',
+ index=1,
+ containing_service=None,
+ input_type=_EMPTYMITIGATOR,
+ output_type=_EMPTYMITIGATOR,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ ),
+])
+_sym_db.RegisterServiceDescriptor(_L3ATTACKMITIGATOR)
+
+DESCRIPTOR.services_by_name['L3Attackmitigator'] = _L3ATTACKMITIGATOR
+
+# @@protoc_insertion_point(module_scope)
diff --git a/src/l3_attackmitigator/proto/l3_attackmitigator_pb2_grpc.py b/src/l3_attackmitigator/proto/l3_attackmitigator_pb2_grpc.py
new file mode 100644
index 0000000000000000000000000000000000000000..3942d6843f99a341c8a6db7028e0d62a74d8ddb2
--- /dev/null
+++ b/src/l3_attackmitigator/proto/l3_attackmitigator_pb2_grpc.py
@@ -0,0 +1,102 @@
+# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!
+"""Client and server classes corresponding to protobuf-defined services."""
+import grpc
+
+
+from . import l3_attackmitigator_pb2 as l3__attackmitigator__pb2
+
+
+class L3AttackmitigatorStub(object):
+ """Missing associated documentation comment in .proto file."""
+
+ def __init__(self, channel):
+ """Constructor.
+
+ Args:
+ channel: A grpc.Channel.
+ """
+ self.SendOutput = channel.unary_unary(
+ '/L3Attackmitigator/SendOutput',
+ request_serializer=l3__attackmitigator__pb2.Output.SerializeToString,
+ response_deserializer=l3__attackmitigator__pb2.EmptyMitigator.FromString,
+ )
+ self.GetMitigation = channel.unary_unary(
+ '/L3Attackmitigator/GetMitigation',
+ request_serializer=l3__attackmitigator__pb2.EmptyMitigator.SerializeToString,
+ response_deserializer=l3__attackmitigator__pb2.EmptyMitigator.FromString,
+ )
+
+
+class L3AttackmitigatorServicer(object):
+ """Missing associated documentation comment in .proto file."""
+
+ def SendOutput(self, request, context):
+ """Sends a greeting
+ """
+ context.set_code(grpc.StatusCode.UNIMPLEMENTED)
+ context.set_details('Method not implemented!')
+ raise NotImplementedError('Method not implemented!')
+
+ def GetMitigation(self, request, context):
+ """Sends another greeting
+ """
+ context.set_code(grpc.StatusCode.UNIMPLEMENTED)
+ context.set_details('Method not implemented!')
+ raise NotImplementedError('Method not implemented!')
+
+
+def add_L3AttackmitigatorServicer_to_server(servicer, server):
+ rpc_method_handlers = {
+ 'SendOutput': grpc.unary_unary_rpc_method_handler(
+ servicer.SendOutput,
+ request_deserializer=l3__attackmitigator__pb2.Output.FromString,
+ response_serializer=l3__attackmitigator__pb2.EmptyMitigator.SerializeToString,
+ ),
+ 'GetMitigation': grpc.unary_unary_rpc_method_handler(
+ servicer.GetMitigation,
+ request_deserializer=l3__attackmitigator__pb2.EmptyMitigator.FromString,
+ response_serializer=l3__attackmitigator__pb2.EmptyMitigator.SerializeToString,
+ ),
+ }
+ generic_handler = grpc.method_handlers_generic_handler(
+ 'L3Attackmitigator', rpc_method_handlers)
+ server.add_generic_rpc_handlers((generic_handler,))
+
+
+ # This class is part of an EXPERIMENTAL API.
+class L3Attackmitigator(object):
+ """Missing associated documentation comment in .proto file."""
+
+ @staticmethod
+ def SendOutput(request,
+ target,
+ options=(),
+ channel_credentials=None,
+ call_credentials=None,
+ insecure=False,
+ compression=None,
+ wait_for_ready=None,
+ timeout=None,
+ metadata=None):
+ return grpc.experimental.unary_unary(request, target, '/L3Attackmitigator/SendOutput',
+ l3__attackmitigator__pb2.Output.SerializeToString,
+ l3__attackmitigator__pb2.EmptyMitigator.FromString,
+ options, channel_credentials,
+ insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
+
+ @staticmethod
+ def GetMitigation(request,
+ target,
+ options=(),
+ channel_credentials=None,
+ call_credentials=None,
+ insecure=False,
+ compression=None,
+ wait_for_ready=None,
+ timeout=None,
+ metadata=None):
+ return grpc.experimental.unary_unary(request, target, '/L3Attackmitigator/GetMitigation',
+ l3__attackmitigator__pb2.EmptyMitigator.SerializeToString,
+ l3__attackmitigator__pb2.EmptyMitigator.FromString,
+ options, channel_credentials,
+ insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
diff --git a/src/l3_attackmitigator/requirements.in b/src/l3_attackmitigator/requirements.in
new file mode 100644
index 0000000000000000000000000000000000000000..e11480b450adad83b398c2a6a21cf8fe1a7b186d
--- /dev/null
+++ b/src/l3_attackmitigator/requirements.in
@@ -0,0 +1,8 @@
+grpcio-health-checking
+grpcio
+grpcio-tools
+prometheus-client
+pytest
+pytest-benchmark
+numpy
+scikit-learn
diff --git a/src/l3_attackmitigator/service/__init__.py b/src/l3_attackmitigator/service/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_attackmitigator/service/__main__.py b/src/l3_attackmitigator/service/__main__.py
new file mode 100644
index 0000000000000000000000000000000000000000..baa85988bd169e9ce54afcb97689d3f1c9ac4b3a
--- /dev/null
+++ b/src/l3_attackmitigator/service/__main__.py
@@ -0,0 +1,50 @@
+import logging, signal, sys, threading, os
+from prometheus_client import start_http_server
+from common.Settings import get_setting
+from l3_attackmitigator.service.l3_attackmitigatorService import l3_attackmitigatorService
+from l3_attackmitigator.Config import GRPC_SERVICE_PORT, GRPC_MAX_WORKERS, GRPC_GRACE_PERIOD, LOG_LEVEL, METRICS_PORT
+
+terminate = threading.Event()
+logger = None
+
+def signal_handler(signal, frame):
+ global terminate, logger
+ logger.warning('Terminate signal received')
+ terminate.set()
+
+def main():
+ global terminate, logger
+
+ service_port = get_setting('L3_ATTACKMITIGATOR_SERVICE_PORT_GRPC', default=GRPC_SERVICE_PORT)
+ max_workers = get_setting('MAX_WORKERS', default=GRPC_MAX_WORKERS )
+ grace_period = get_setting('GRACE_PERIOD', default=GRPC_GRACE_PERIOD)
+ log_level = get_setting('LOG_LEVEL', default=LOG_LEVEL )
+ metrics_port = get_setting('METRICS_PORT', default=METRICS_PORT )
+
+ logging.basicConfig(level=log_level)
+ logger = logging.getLogger(__name__)
+
+ signal.signal(signal.SIGINT, signal_handler)
+ signal.signal(signal.SIGTERM, signal_handler)
+
+ logger.info('Starting...')
+
+ # Start metrics server
+ start_http_server(metrics_port)
+
+ # Starting l3_attackmitigator service
+ grpc_service = l3_attackmitigatorService(
+ port=service_port, max_workers=max_workers, grace_period=grace_period)
+ grpc_service.start()
+
+ # Wait for Ctrl+C or termination signal
+ while not terminate.wait(timeout=0.1): pass
+
+ logger.info('Terminating...')
+ grpc_service.stop()
+
+ logger.info('Bye')
+ return 0
+
+if __name__ == '__main__':
+ sys.exit(main())
diff --git a/src/l3_attackmitigator/service/l3_attackmitigatorService.py b/src/l3_attackmitigator/service/l3_attackmitigatorService.py
new file mode 100644
index 0000000000000000000000000000000000000000..9bfd2e06c774ee19f989004015e6ffbf3e035b87
--- /dev/null
+++ b/src/l3_attackmitigator/service/l3_attackmitigatorService.py
@@ -0,0 +1,83 @@
+import grpc
+import logging
+from concurrent import futures
+from grpc_health.v1.health import HealthServicer, OVERALL_HEALTH
+from grpc_health.v1.health_pb2 import HealthCheckResponse
+from grpc_health.v1.health_pb2_grpc import add_HealthServicer_to_server
+from l3_attackmitigator.proto.l3_attackmitigator_pb2_grpc import (
+ add_L3AttackmitigatorServicer_to_server,
+)
+from l3_attackmitigator.service.l3_attackmitigatorServiceServicerImpl import (
+ l3_attackmitigatorServiceServicerImpl,
+)
+from l3_attackmitigator.Config import (
+ GRPC_SERVICE_PORT,
+ GRPC_MAX_WORKERS,
+ GRPC_GRACE_PERIOD,
+)
+
+BIND_ADDRESS = "0.0.0.0"
+LOGGER = logging.getLogger(__name__)
+
+
+class l3_attackmitigatorService:
+ def __init__(
+ self,
+ address=BIND_ADDRESS,
+ port=GRPC_SERVICE_PORT,
+ max_workers=GRPC_MAX_WORKERS,
+ grace_period=GRPC_GRACE_PERIOD,
+ ):
+ self.address = address
+ self.port = port
+ self.endpoint = None
+ self.max_workers = max_workers
+ self.grace_period = grace_period
+ self.l3_attackmitigator_servicer = None
+ self.health_servicer = None
+ self.pool = None
+ self.server = None
+
+ def start(self):
+ self.endpoint = "{}:{}".format(self.address, self.port)
+ LOGGER.debug(
+ "Starting Service (tentative endpoint: {}, max_workers: {})...".format(
+ self.endpoint, self.max_workers
+ )
+ )
+
+ self.pool = futures.ThreadPoolExecutor(max_workers=self.max_workers)
+ self.server = grpc.server(self.pool) # , interceptors=(tracer_interceptor,))
+
+ self.l3_attackmitigator_servicer = (
+ l3_attackmitigatorServiceServicerImpl()
+ )
+ add_L3AttackmitigatorServicer_to_server(
+ self.l3_attackmitigator_servicer, self.server
+ )
+
+ self.health_servicer = HealthServicer(
+ experimental_non_blocking=True,
+ experimental_thread_pool=futures.ThreadPoolExecutor(max_workers=1),
+ )
+ add_HealthServicer_to_server(self.health_servicer, self.server)
+
+ port = self.server.add_insecure_port(self.endpoint)
+ self.endpoint = "{}:{}".format(self.address, port)
+ LOGGER.info("Listening on {}...".format(self.endpoint))
+ self.server.start()
+ self.health_servicer.set(
+ OVERALL_HEALTH, HealthCheckResponse.SERVING
+ ) # pylint: disable=maybe-no-member
+
+ LOGGER.debug("Service started")
+ #print('Setting up')
+ #self.l3_attackmitigator_servicer.setupl3_attackmitigator()
+
+ def stop(self):
+ LOGGER.debug(
+ "Stopping service (grace period {} seconds)...".format(self.grace_period)
+ )
+ self.health_servicer.enter_graceful_shutdown()
+ self.server.stop(self.grace_period)
+ LOGGER.debug("Service stopped")
diff --git a/src/l3_attackmitigator/service/l3_attackmitigatorServiceServicerImpl.py b/src/l3_attackmitigator/service/l3_attackmitigatorServiceServicerImpl.py
new file mode 100644
index 0000000000000000000000000000000000000000..725dc36b4907579c494845a3e8e594acca31059e
--- /dev/null
+++ b/src/l3_attackmitigator/service/l3_attackmitigatorServiceServicerImpl.py
@@ -0,0 +1,40 @@
+from __future__ import print_function
+import logging
+from l3_attackmitigator.proto.l3_attackmitigator_pb2 import (
+ EmptyMitigator
+)
+from l3_attackmitigator.proto.l3_attackmitigator_pb2_grpc import (
+ L3AttackmitigatorServicer,
+)
+
+LOGGER = logging.getLogger(__name__)
+
+class l3_attackmitigatorServiceServicerImpl(L3AttackmitigatorServicer):
+
+ def __init__(self):
+ LOGGER.debug("Creating Servicer...")
+ self.last_value = -1
+ self.last_tag = 0
+
+ def SendOutput(self, request, context):
+ # SEND CONFIDENCE TO MITIGATION SERVER
+ logging.debug("")
+ print("Server received mitigation values...", request.confidence)
+ last_value = request.confidence
+ last_tag = request.tag
+ # RETURN OK TO THE CALLER
+ return EmptyMitigator(
+ message=f"OK, received values: {last_tag} with confidence {last_value}."
+ )
+
+ def GetMitigation(self, request, context):
+ # GET OR PERFORM MITIGATION STRATEGY
+ logging.debug("")
+ print("Returing mitigation strategy...")
+ k = self.last_value * 2
+ return EmptyMitigator(
+ message=f"Mitigation with double confidence = {k}"
+ )
+
+
+
diff --git a/src/l3_attackmitigator/tests/__init__.py b/src/l3_attackmitigator/tests/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_attackmitigator/tests/test_unitary.py b/src/l3_attackmitigator/tests/test_unitary.py
new file mode 100644
index 0000000000000000000000000000000000000000..1aa6fc4a843ae04e4d520507c789c669eefcd31a
--- /dev/null
+++ b/src/l3_attackmitigator/tests/test_unitary.py
@@ -0,0 +1,53 @@
+import logging
+import pytest
+from l3_attackmitigator.Config import GRPC_SERVICE_PORT, GRPC_MAX_WORKERS, GRPC_GRACE_PERIOD
+from l3_attackmitigator.client.l3_attackmitigatorClient import l3_attackmitigatorClient
+from l3_attackmitigator.service.l3_attackmitigatorService import l3_attackmitigatorService
+from l3_attackmitigator.proto.l3_attackmitigator_pb2 import (
+ Output,
+)
+
+port = 10000 + GRPC_SERVICE_PORT # avoid privileged ports
+
+LOGGER = logging.getLogger(__name__)
+LOGGER.setLevel(logging.DEBUG)
+
+@pytest.fixture(scope='session')
+def l3_attackmitigator_service():
+ _service = l3_attackmitigatorService(
+ port=port, max_workers=GRPC_MAX_WORKERS, grace_period=GRPC_GRACE_PERIOD)
+ _service.start()
+ LOGGER.info('Server started on '+str(port))
+ yield _service
+ _service.stop()
+
+
+@pytest.fixture(scope='session')
+def l3_attackmitigator_client(l3_attackmitigator_service):
+ _client = l3_attackmitigatorClient(address='127.0.0.1', port=port)
+ yield _client
+ _client.close()
+
+
+def test_demo():
+ LOGGER.info('Demo Test')
+ pass
+
+def test_grpc_server(l3_attackmitigator_client):
+ output_message = {
+ "confidence": 0.8,
+ "timestamp": "date",
+ "ip_o": "randomIP",
+ "tag_name": "HTTP",
+ "tag": 0,
+ "flow_id": "FlowID",
+ "protocol": "RandomProtocol",
+ "port_d": "3456",
+ "ml_id": "RandomForest",
+ "time_start": 0.0,
+ "time_end": 10.0,
+ }
+ response = l3_attackmitigator_client.SendOutput(Output(**output_message))
+ LOGGER.info("Inferencer send_input sent and received: " +
+ str(response.message))
+ LOGGER.info('Success!')
diff --git a/src/l3_centralizedattackdetector/.gitlab-ci.yml b/src/l3_centralizedattackdetector/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..aaebe01e4dce047b8c84a515283231d06cd26dab
--- /dev/null
+++ b/src/l3_centralizedattackdetector/.gitlab-ci.yml
@@ -0,0 +1,61 @@
+# Build, tag, and push the Docker images to the GitLab Docker registry
+build l3_centralizedattackdetector:
+ variables:
+ IMAGE_NAME: 'l3_centralizedattackdetector' # name of the microservice
+ IMAGE_NAME_TEST: 'l3_centralizedattackdetector-test' # name of the microservice
+ IMAGE_TAG: 'latest' # tag of the container image (production, development, etc)
+ stage: build
+ before_script:
+ - docker login -u "$CI_REGISTRY_USER" -p "$CI_REGISTRY_PASSWORD" $CI_REGISTRY
+ script:
+ - docker build -t "$IMAGE_NAME:$IMAGE_TAG" -f ./src/$IMAGE_NAME/Dockerfile ./src/
+ - docker tag "$IMAGE_NAME:$IMAGE_TAG" "$CI_REGISTRY_IMAGE/$IMAGE_NAME:$IMAGE_TAG"
+ - docker push "$CI_REGISTRY_IMAGE/$IMAGE_NAME:$IMAGE_TAG"
+ rules:
+ - changes:
+ - src/$IMAGE_NAME/**
+ - .gitlab-ci.yml
+
+# Pull, execute, and run unitary tests for the Docker image from the GitLab registry
+unit_test l3_centralizedattackdetector:
+ variables:
+ IMAGE_NAME: 'l3_centralizedattackdetector' # name of the microservice
+ IMAGE_NAME_TEST: 'l3_centralizedattackdetector-test' # name of the microservice
+ IMAGE_TAG: 'latest' # tag of the container image (production, development, etc)
+ stage: unit_test
+ needs:
+ - build l3_centralizedattackdetector
+ before_script:
+ - docker login -u "$CI_REGISTRY_USER" -p "$CI_REGISTRY_PASSWORD" $CI_REGISTRY
+ - if docker network list | grep teraflowbridge; then echo "teraflowbridge is already created"; else docker network create -d bridge teraflowbridge; fi
+ script:
+ - docker pull "$CI_REGISTRY_IMAGE/$IMAGE_NAME:$IMAGE_TAG"
+ - docker run -d -p 10001:10001 --name $IMAGE_NAME --network=teraflowbridge "$IMAGE_NAME:$IMAGE_TAG"
+ - docker ps -a
+ - sleep 5
+ - docker ps -a
+ - docker port $IMAGE_NAME
+ - docker logs $IMAGE_NAME
+ - docker exec -i $IMAGE_NAME bash -c "pytest --log-level=DEBUG --verbose -o log_cli=true $IMAGE_NAME/tests/test_unitary.py"
+ after_script:
+ - docker stop $IMAGE_NAME
+ - docker rm $IMAGE_NAME
+ rules:
+ - changes:
+ - src/$IMAGE_NAME/**
+ - .gitlab-ci.yml
+
+# Deployment of the service in Kubernetes Cluster
+deploy l3_centralizedattackdetector:
+ stage: deploy
+ needs:
+ - build l3_centralizedattackdetector
+ - unit_test l3_centralizedattackdetector
+ - dependencies all
+ - integ_test execute
+ script:
+ - kubectl version
+ - kubectl get all
+ - kubectl apply -f "manifests/l3_centralizedattackdetectorservice.yaml"
+ - kubectl delete pods --selector app=l3_centralizedattackdetectorservice
+ - kubectl get all
diff --git a/src/l3_centralizedattackdetector/Config.py b/src/l3_centralizedattackdetector/Config.py
new file mode 100644
index 0000000000000000000000000000000000000000..9c8a5cef5598e811ebf391718ce6e3afd79bd9f3
--- /dev/null
+++ b/src/l3_centralizedattackdetector/Config.py
@@ -0,0 +1,12 @@
+import logging
+
+# General settings
+LOG_LEVEL = logging.WARNING
+
+# gRPC settings
+GRPC_SERVICE_PORT = 10001 # TODO UPM FIXME
+GRPC_MAX_WORKERS = 10
+GRPC_GRACE_PERIOD = 60
+
+# Prometheus settings
+METRICS_PORT = 9192
diff --git a/src/l3_centralizedattackdetector/Dockerfile b/src/l3_centralizedattackdetector/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..cb29b6987ed1882380782c9c60e327b3bf64fc6f
--- /dev/null
+++ b/src/l3_centralizedattackdetector/Dockerfile
@@ -0,0 +1,35 @@
+FROM python:3-slim
+
+# Install dependencies
+RUN apt-get --yes --quiet --quiet update && \
+ apt-get --yes --quiet --quiet install wget g++ && \
+ rm -rf /var/lib/apt/lists/*
+
+# Set Python to show logs as they occur
+ENV PYTHONUNBUFFERED=0
+
+# Download the gRPC health probe
+RUN GRPC_HEALTH_PROBE_VERSION=v0.2.0 && \
+ wget -qO/bin/grpc_health_probe https://github.com/grpc-ecosystem/grpc-health-probe/releases/download/${GRPC_HEALTH_PROBE_VERSION}/grpc_health_probe-linux-amd64 && \
+ chmod +x /bin/grpc_health_probe
+
+# Get generic Python packages
+RUN python3 -m pip install --upgrade pip setuptools wheel pip-tools
+
+# Set working directory
+WORKDIR /var/teraflow
+
+# Create module sub-folders
+RUN mkdir -p /var/teraflow/l3_centralizedattackdetector
+
+# Get Python packages per module
+COPY l3_centralizedattackdetector/requirements.in l3_centralizedattackdetector/requirements.in
+RUN pip-compile --output-file=l3_centralizedattackdetector/requirements.txt l3_centralizedattackdetector/requirements.in
+RUN python3 -m pip install -r l3_centralizedattackdetector/requirements.in
+
+# Add files into working directory
+COPY common/. common
+COPY l3_centralizedattackdetector/. l3_centralizedattackdetector
+
+# Start service service
+ENTRYPOINT ["python", "-m", "l3_centralizedattackdetector.service"]
diff --git a/src/l3_centralizedattackdetector/README.md b/src/l3_centralizedattackdetector/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..bcec4052cc9aa2ea734e08a4ed6b9158609b3532
--- /dev/null
+++ b/src/l3_centralizedattackdetector/README.md
@@ -0,0 +1,3 @@
+# l3_centralizedattackdetector
+- Receives packages and process it with TSTAT
+- Functions: ReportSummarizeKpi(KpiList)
diff --git a/src/l3_centralizedattackdetector/__init__.py b/src/l3_centralizedattackdetector/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_centralizedattackdetector/client/__init__.py b/src/l3_centralizedattackdetector/client/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_centralizedattackdetector/client/l3_centralizedattackdetectorClient.py b/src/l3_centralizedattackdetector/client/l3_centralizedattackdetectorClient.py
new file mode 100644
index 0000000000000000000000000000000000000000..64b66f3cede33e4511f8eb00a94239d680e55f78
--- /dev/null
+++ b/src/l3_centralizedattackdetector/client/l3_centralizedattackdetectorClient.py
@@ -0,0 +1,49 @@
+import grpc, logging
+from common.tools.client.RetryDecorator import retry, delay_exponential
+from l3_centralizedattackdetector.proto.l3_centralizedattackdetector_pb2_grpc import (
+ L3CentralizedattackdetectorStub,
+)
+from l3_centralizedattackdetector.proto.l3_centralizedattackdetector_pb2 import (
+ Empty,
+ ModelInput,
+ ModelOutput
+)
+
+LOGGER = logging.getLogger(__name__)
+MAX_RETRIES = 15
+DELAY_FUNCTION = delay_exponential(initial=0.01, increment=2.0, maximum=5.0)
+
+class l3_centralizedattackdetectorClient:
+ def __init__(self, address, port):
+ self.endpoint = "{}:{}".format(address, port)
+ LOGGER.debug("Creating channel to {}...".format(self.endpoint))
+ self.channel = None
+ self.stub = None
+ self.connect()
+ LOGGER.debug("Channel created")
+
+ def connect(self):
+ self.channel = grpc.insecure_channel(self.endpoint)
+ self.stub = L3CentralizedattackdetectorStub(self.channel)
+
+ def close(self):
+ if self.channel is not None:
+ self.channel.close()
+ self.channel = None
+ self.stub = None
+
+ @retry(exceptions=set(), max_retries=MAX_RETRIES, delay_function=DELAY_FUNCTION, prepare_method_name='connect')
+ def SendInput(self, request: ModelInput) -> Empty:
+ LOGGER.debug('SendInput request: {}'.format(request))
+ response = self.stub.SendInput(request)
+ LOGGER.debug('SendInput result: {}'.format(response))
+ return response
+
+ @retry(exceptions=set(), max_retries=MAX_RETRIES, delay_function=DELAY_FUNCTION, prepare_method_name='connect')
+ def GetOutput(self, request: Empty) -> ModelOutput:
+ LOGGER.debug('GetOutput request: {}'.format(request))
+ response = self.stub.GetOutput(request)
+ LOGGER.debug('GetOutput result: {}'.format(response))
+ return response
+
+
diff --git a/src/l3_centralizedattackdetector/genproto.sh b/src/l3_centralizedattackdetector/genproto.sh
new file mode 100644
index 0000000000000000000000000000000000000000..a68c8638db15b776a7d1f70484daf2651c72253a
--- /dev/null
+++ b/src/l3_centralizedattackdetector/genproto.sh
@@ -0,0 +1,32 @@
+#!/bin/bash -eu
+#
+# Copyright 2018 Google LLC
+#
+# 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.
+
+#!/bin/bash -e
+
+# Make folder containing the script the root folder for its execution
+cd $(dirname $0)
+
+rm -rf proto/*.py
+rm -rf proto/__pycache__
+touch proto/__init__.py
+
+python -m grpc_tools.protoc -I../../proto --python_out=proto --grpc_python_out=proto l3_centralizedattackdetector.proto
+python -m grpc_tools.protoc -I../../proto --python_out=proto --grpc_python_out=proto l3_attackmitigator.proto
+
+sed -i -E 's/(import\ .*)_pb2/from . \1_pb2/g' proto/l3_centralizedattackdetector_pb2.py
+sed -i -E 's/(import\ .*)_pb2/from . \1_pb2/g' proto/l3_centralizedattackdetector_pb2_grpc.py
+sed -i -E 's/(import\ .*)_pb2/from . \1_pb2/g' proto/l3_attackmitigator_pb2.py
+sed -i -E 's/(import\ .*)_pb2/from . \1_pb2/g' proto/l3_attackmitigator_pb2_grpc.py
diff --git a/src/l3_centralizedattackdetector/proto/__init__.py b/src/l3_centralizedattackdetector/proto/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_centralizedattackdetector/proto/l3_attackmitigator_pb2.py b/src/l3_centralizedattackdetector/proto/l3_attackmitigator_pb2.py
new file mode 100644
index 0000000000000000000000000000000000000000..0ad49c2ed33f8f352f200cf23c2b871683b9d086
--- /dev/null
+++ b/src/l3_centralizedattackdetector/proto/l3_attackmitigator_pb2.py
@@ -0,0 +1,248 @@
+# -*- coding: utf-8 -*-
+# Generated by the protocol buffer compiler. DO NOT EDIT!
+# source: l3_attackmitigator.proto
+"""Generated protocol buffer code."""
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import message as _message
+from google.protobuf import reflection as _reflection
+from google.protobuf import symbol_database as _symbol_database
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+
+
+DESCRIPTOR = _descriptor.FileDescriptor(
+ name='l3_attackmitigator.proto',
+ package='',
+ syntax='proto3',
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ serialized_pb=b'\n\x18l3_attackmitigator.proto\"2\n\x0e\x45mptyMitigator\x12\x14\n\x07message\x18\x01 \x01(\tH\x00\x88\x01\x01\x42\n\n\x08_message\"\xf9\x01\n\x06Output\x12\x12\n\nconfidence\x18\x01 \x01(\x02\x12\x11\n\ttimestamp\x18\x02 \x01(\t\x12\x0c\n\x04ip_o\x18\x03 \x01(\t\x12\x10\n\x08tag_name\x18\x04 \x01(\t\x12\x0b\n\x03tag\x18\x05 \x01(\x05\x12\x0f\n\x07\x66low_id\x18\x06 \x01(\t\x12\x10\n\x08protocol\x18\x07 \x01(\t\x12\x0e\n\x06port_d\x18\x08 \x01(\t\x12\x12\n\x05ml_id\x18\t \x01(\tH\x00\x88\x01\x01\x12\x17\n\ntime_start\x18\n \x01(\x02H\x01\x88\x01\x01\x12\x15\n\x08time_end\x18\x0b \x01(\x02H\x02\x88\x01\x01\x42\x08\n\x06_ml_idB\r\n\x0b_time_startB\x0b\n\t_time_end2r\n\x11L3Attackmitigator\x12(\n\nSendOutput\x12\x07.Output\x1a\x0f.EmptyMitigator\"\x00\x12\x33\n\rGetMitigation\x12\x0f.EmptyMitigator\x1a\x0f.EmptyMitigator\"\x00\x62\x06proto3'
+)
+
+
+
+
+_EMPTYMITIGATOR = _descriptor.Descriptor(
+ name='EmptyMitigator',
+ full_name='EmptyMitigator',
+ filename=None,
+ file=DESCRIPTOR,
+ containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[
+ _descriptor.FieldDescriptor(
+ name='message', full_name='EmptyMitigator.message', index=0,
+ number=1, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ ],
+ extensions=[
+ ],
+ nested_types=[],
+ enum_types=[
+ ],
+ serialized_options=None,
+ is_extendable=False,
+ syntax='proto3',
+ extension_ranges=[],
+ oneofs=[
+ _descriptor.OneofDescriptor(
+ name='_message', full_name='EmptyMitigator._message',
+ index=0, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ ],
+ serialized_start=28,
+ serialized_end=78,
+)
+
+
+_OUTPUT = _descriptor.Descriptor(
+ name='Output',
+ full_name='Output',
+ filename=None,
+ file=DESCRIPTOR,
+ containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[
+ _descriptor.FieldDescriptor(
+ name='confidence', full_name='Output.confidence', index=0,
+ number=1, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='timestamp', full_name='Output.timestamp', index=1,
+ number=2, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ip_o', full_name='Output.ip_o', index=2,
+ number=3, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='tag_name', full_name='Output.tag_name', index=3,
+ number=4, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='tag', full_name='Output.tag', index=4,
+ number=5, type=5, cpp_type=1, label=1,
+ has_default_value=False, default_value=0,
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='flow_id', full_name='Output.flow_id', index=5,
+ number=6, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='protocol', full_name='Output.protocol', index=6,
+ number=7, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='port_d', full_name='Output.port_d', index=7,
+ number=8, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ml_id', full_name='Output.ml_id', index=8,
+ number=9, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_start', full_name='Output.time_start', index=9,
+ number=10, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_end', full_name='Output.time_end', index=10,
+ number=11, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ ],
+ extensions=[
+ ],
+ nested_types=[],
+ enum_types=[
+ ],
+ serialized_options=None,
+ is_extendable=False,
+ syntax='proto3',
+ extension_ranges=[],
+ oneofs=[
+ _descriptor.OneofDescriptor(
+ name='_ml_id', full_name='Output._ml_id',
+ index=0, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ _descriptor.OneofDescriptor(
+ name='_time_start', full_name='Output._time_start',
+ index=1, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ _descriptor.OneofDescriptor(
+ name='_time_end', full_name='Output._time_end',
+ index=2, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ ],
+ serialized_start=81,
+ serialized_end=330,
+)
+
+_EMPTYMITIGATOR.oneofs_by_name['_message'].fields.append(
+ _EMPTYMITIGATOR.fields_by_name['message'])
+_EMPTYMITIGATOR.fields_by_name['message'].containing_oneof = _EMPTYMITIGATOR.oneofs_by_name['_message']
+_OUTPUT.oneofs_by_name['_ml_id'].fields.append(
+ _OUTPUT.fields_by_name['ml_id'])
+_OUTPUT.fields_by_name['ml_id'].containing_oneof = _OUTPUT.oneofs_by_name['_ml_id']
+_OUTPUT.oneofs_by_name['_time_start'].fields.append(
+ _OUTPUT.fields_by_name['time_start'])
+_OUTPUT.fields_by_name['time_start'].containing_oneof = _OUTPUT.oneofs_by_name['_time_start']
+_OUTPUT.oneofs_by_name['_time_end'].fields.append(
+ _OUTPUT.fields_by_name['time_end'])
+_OUTPUT.fields_by_name['time_end'].containing_oneof = _OUTPUT.oneofs_by_name['_time_end']
+DESCRIPTOR.message_types_by_name['EmptyMitigator'] = _EMPTYMITIGATOR
+DESCRIPTOR.message_types_by_name['Output'] = _OUTPUT
+_sym_db.RegisterFileDescriptor(DESCRIPTOR)
+
+EmptyMitigator = _reflection.GeneratedProtocolMessageType('EmptyMitigator', (_message.Message,), {
+ 'DESCRIPTOR' : _EMPTYMITIGATOR,
+ '__module__' : 'l3_attackmitigator_pb2'
+ # @@protoc_insertion_point(class_scope:EmptyMitigator)
+ })
+_sym_db.RegisterMessage(EmptyMitigator)
+
+Output = _reflection.GeneratedProtocolMessageType('Output', (_message.Message,), {
+ 'DESCRIPTOR' : _OUTPUT,
+ '__module__' : 'l3_attackmitigator_pb2'
+ # @@protoc_insertion_point(class_scope:Output)
+ })
+_sym_db.RegisterMessage(Output)
+
+
+
+_L3ATTACKMITIGATOR = _descriptor.ServiceDescriptor(
+ name='L3Attackmitigator',
+ full_name='L3Attackmitigator',
+ file=DESCRIPTOR,
+ index=0,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ serialized_start=332,
+ serialized_end=446,
+ methods=[
+ _descriptor.MethodDescriptor(
+ name='SendOutput',
+ full_name='L3Attackmitigator.SendOutput',
+ index=0,
+ containing_service=None,
+ input_type=_OUTPUT,
+ output_type=_EMPTYMITIGATOR,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ ),
+ _descriptor.MethodDescriptor(
+ name='GetMitigation',
+ full_name='L3Attackmitigator.GetMitigation',
+ index=1,
+ containing_service=None,
+ input_type=_EMPTYMITIGATOR,
+ output_type=_EMPTYMITIGATOR,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ ),
+])
+_sym_db.RegisterServiceDescriptor(_L3ATTACKMITIGATOR)
+
+DESCRIPTOR.services_by_name['L3Attackmitigator'] = _L3ATTACKMITIGATOR
+
+# @@protoc_insertion_point(module_scope)
diff --git a/src/l3_centralizedattackdetector/proto/l3_attackmitigator_pb2_grpc.py b/src/l3_centralizedattackdetector/proto/l3_attackmitigator_pb2_grpc.py
new file mode 100644
index 0000000000000000000000000000000000000000..3942d6843f99a341c8a6db7028e0d62a74d8ddb2
--- /dev/null
+++ b/src/l3_centralizedattackdetector/proto/l3_attackmitigator_pb2_grpc.py
@@ -0,0 +1,102 @@
+# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!
+"""Client and server classes corresponding to protobuf-defined services."""
+import grpc
+
+
+from . import l3_attackmitigator_pb2 as l3__attackmitigator__pb2
+
+
+class L3AttackmitigatorStub(object):
+ """Missing associated documentation comment in .proto file."""
+
+ def __init__(self, channel):
+ """Constructor.
+
+ Args:
+ channel: A grpc.Channel.
+ """
+ self.SendOutput = channel.unary_unary(
+ '/L3Attackmitigator/SendOutput',
+ request_serializer=l3__attackmitigator__pb2.Output.SerializeToString,
+ response_deserializer=l3__attackmitigator__pb2.EmptyMitigator.FromString,
+ )
+ self.GetMitigation = channel.unary_unary(
+ '/L3Attackmitigator/GetMitigation',
+ request_serializer=l3__attackmitigator__pb2.EmptyMitigator.SerializeToString,
+ response_deserializer=l3__attackmitigator__pb2.EmptyMitigator.FromString,
+ )
+
+
+class L3AttackmitigatorServicer(object):
+ """Missing associated documentation comment in .proto file."""
+
+ def SendOutput(self, request, context):
+ """Sends a greeting
+ """
+ context.set_code(grpc.StatusCode.UNIMPLEMENTED)
+ context.set_details('Method not implemented!')
+ raise NotImplementedError('Method not implemented!')
+
+ def GetMitigation(self, request, context):
+ """Sends another greeting
+ """
+ context.set_code(grpc.StatusCode.UNIMPLEMENTED)
+ context.set_details('Method not implemented!')
+ raise NotImplementedError('Method not implemented!')
+
+
+def add_L3AttackmitigatorServicer_to_server(servicer, server):
+ rpc_method_handlers = {
+ 'SendOutput': grpc.unary_unary_rpc_method_handler(
+ servicer.SendOutput,
+ request_deserializer=l3__attackmitigator__pb2.Output.FromString,
+ response_serializer=l3__attackmitigator__pb2.EmptyMitigator.SerializeToString,
+ ),
+ 'GetMitigation': grpc.unary_unary_rpc_method_handler(
+ servicer.GetMitigation,
+ request_deserializer=l3__attackmitigator__pb2.EmptyMitigator.FromString,
+ response_serializer=l3__attackmitigator__pb2.EmptyMitigator.SerializeToString,
+ ),
+ }
+ generic_handler = grpc.method_handlers_generic_handler(
+ 'L3Attackmitigator', rpc_method_handlers)
+ server.add_generic_rpc_handlers((generic_handler,))
+
+
+ # This class is part of an EXPERIMENTAL API.
+class L3Attackmitigator(object):
+ """Missing associated documentation comment in .proto file."""
+
+ @staticmethod
+ def SendOutput(request,
+ target,
+ options=(),
+ channel_credentials=None,
+ call_credentials=None,
+ insecure=False,
+ compression=None,
+ wait_for_ready=None,
+ timeout=None,
+ metadata=None):
+ return grpc.experimental.unary_unary(request, target, '/L3Attackmitigator/SendOutput',
+ l3__attackmitigator__pb2.Output.SerializeToString,
+ l3__attackmitigator__pb2.EmptyMitigator.FromString,
+ options, channel_credentials,
+ insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
+
+ @staticmethod
+ def GetMitigation(request,
+ target,
+ options=(),
+ channel_credentials=None,
+ call_credentials=None,
+ insecure=False,
+ compression=None,
+ wait_for_ready=None,
+ timeout=None,
+ metadata=None):
+ return grpc.experimental.unary_unary(request, target, '/L3Attackmitigator/GetMitigation',
+ l3__attackmitigator__pb2.EmptyMitigator.SerializeToString,
+ l3__attackmitigator__pb2.EmptyMitigator.FromString,
+ options, channel_credentials,
+ insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
diff --git a/src/l3_centralizedattackdetector/proto/l3_centralizedattackdetector_pb2.py b/src/l3_centralizedattackdetector/proto/l3_centralizedattackdetector_pb2.py
new file mode 100644
index 0000000000000000000000000000000000000000..cafbc6bf86a42e438dfccb1636f49b066be1530a
--- /dev/null
+++ b/src/l3_centralizedattackdetector/proto/l3_centralizedattackdetector_pb2.py
@@ -0,0 +1,409 @@
+# -*- coding: utf-8 -*-
+# Generated by the protocol buffer compiler. DO NOT EDIT!
+# source: l3_centralizedattackdetector.proto
+"""Generated protocol buffer code."""
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import message as _message
+from google.protobuf import reflection as _reflection
+from google.protobuf import symbol_database as _symbol_database
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+
+
+DESCRIPTOR = _descriptor.FileDescriptor(
+ name='l3_centralizedattackdetector.proto',
+ package='',
+ syntax='proto3',
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ serialized_pb=b'\n\"l3_centralizedattackdetector.proto\"\xd9\x03\n\nModelInput\x12 \n\x18n_packets_server_seconds\x18\x01 \x01(\x02\x12 \n\x18n_packets_client_seconds\x18\x02 \x01(\x02\x12\x1d\n\x15n_bits_server_seconds\x18\x03 \x01(\x02\x12\x1d\n\x15n_bits_client_seconds\x18\x04 \x01(\x02\x12&\n\x1en_bits_server_n_packets_server\x18\x05 \x01(\x02\x12&\n\x1en_bits_client_n_packets_client\x18\x06 \x01(\x02\x12)\n!n_packets_server_n_packets_client\x18\x07 \x01(\x02\x12#\n\x1bn_bits_server_n_bits_client\x18\x08 \x01(\x02\x12\x0c\n\x04ip_o\x18\t \x01(\t\x12\x0e\n\x06port_o\x18\n \x01(\t\x12\x0c\n\x04ip_d\x18\x0b \x01(\t\x12\x0e\n\x06port_d\x18\x0c \x01(\t\x12\x0f\n\x07\x66low_id\x18\r \x01(\t\x12\x10\n\x08protocol\x18\x0e \x01(\t\x12\x17\n\ntime_start\x18\x0f \x01(\x02H\x00\x88\x01\x01\x12\x15\n\x08time_end\x18\x10 \x01(\x02H\x01\x88\x01\x01\x42\r\n\x0b_time_startB\x0b\n\t_time_end\")\n\x05\x45mpty\x12\x14\n\x07message\x18\x01 \x01(\tH\x00\x88\x01\x01\x42\n\n\x08_message\"\xfe\x01\n\x0bModelOutput\x12\x12\n\nconfidence\x18\x01 \x01(\x02\x12\x11\n\ttimestamp\x18\x02 \x01(\t\x12\x0c\n\x04ip_o\x18\x03 \x01(\t\x12\x10\n\x08tag_name\x18\x04 \x01(\t\x12\x0b\n\x03tag\x18\x05 \x01(\x05\x12\x0f\n\x07\x66low_id\x18\x06 \x01(\t\x12\x10\n\x08protocol\x18\x07 \x01(\t\x12\x0e\n\x06port_d\x18\x08 \x01(\t\x12\x12\n\x05ml_id\x18\t \x01(\tH\x00\x88\x01\x01\x12\x17\n\ntime_start\x18\n \x01(\x02H\x01\x88\x01\x01\x12\x15\n\x08time_end\x18\x0b \x01(\x02H\x02\x88\x01\x01\x42\x08\n\x06_ml_idB\r\n\x0b_time_startB\x0b\n\t_time_end2f\n\x1bL3Centralizedattackdetector\x12\"\n\tSendInput\x12\x0b.ModelInput\x1a\x06.Empty\"\x00\x12#\n\tGetOutput\x12\x06.Empty\x1a\x0c.ModelOutput\"\x00\x62\x06proto3'
+)
+
+
+
+
+_MODELINPUT = _descriptor.Descriptor(
+ name='ModelInput',
+ full_name='ModelInput',
+ filename=None,
+ file=DESCRIPTOR,
+ containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[
+ _descriptor.FieldDescriptor(
+ name='n_packets_server_seconds', full_name='ModelInput.n_packets_server_seconds', index=0,
+ number=1, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_packets_client_seconds', full_name='ModelInput.n_packets_client_seconds', index=1,
+ number=2, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_bits_server_seconds', full_name='ModelInput.n_bits_server_seconds', index=2,
+ number=3, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_bits_client_seconds', full_name='ModelInput.n_bits_client_seconds', index=3,
+ number=4, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_bits_server_n_packets_server', full_name='ModelInput.n_bits_server_n_packets_server', index=4,
+ number=5, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_bits_client_n_packets_client', full_name='ModelInput.n_bits_client_n_packets_client', index=5,
+ number=6, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_packets_server_n_packets_client', full_name='ModelInput.n_packets_server_n_packets_client', index=6,
+ number=7, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_bits_server_n_bits_client', full_name='ModelInput.n_bits_server_n_bits_client', index=7,
+ number=8, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ip_o', full_name='ModelInput.ip_o', index=8,
+ number=9, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='port_o', full_name='ModelInput.port_o', index=9,
+ number=10, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ip_d', full_name='ModelInput.ip_d', index=10,
+ number=11, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='port_d', full_name='ModelInput.port_d', index=11,
+ number=12, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='flow_id', full_name='ModelInput.flow_id', index=12,
+ number=13, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='protocol', full_name='ModelInput.protocol', index=13,
+ number=14, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_start', full_name='ModelInput.time_start', index=14,
+ number=15, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_end', full_name='ModelInput.time_end', index=15,
+ number=16, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ ],
+ extensions=[
+ ],
+ nested_types=[],
+ enum_types=[
+ ],
+ serialized_options=None,
+ is_extendable=False,
+ syntax='proto3',
+ extension_ranges=[],
+ oneofs=[
+ _descriptor.OneofDescriptor(
+ name='_time_start', full_name='ModelInput._time_start',
+ index=0, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ _descriptor.OneofDescriptor(
+ name='_time_end', full_name='ModelInput._time_end',
+ index=1, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ ],
+ serialized_start=39,
+ serialized_end=512,
+)
+
+
+_EMPTY = _descriptor.Descriptor(
+ name='Empty',
+ full_name='Empty',
+ filename=None,
+ file=DESCRIPTOR,
+ containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[
+ _descriptor.FieldDescriptor(
+ name='message', full_name='Empty.message', index=0,
+ number=1, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ ],
+ extensions=[
+ ],
+ nested_types=[],
+ enum_types=[
+ ],
+ serialized_options=None,
+ is_extendable=False,
+ syntax='proto3',
+ extension_ranges=[],
+ oneofs=[
+ _descriptor.OneofDescriptor(
+ name='_message', full_name='Empty._message',
+ index=0, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ ],
+ serialized_start=514,
+ serialized_end=555,
+)
+
+
+_MODELOUTPUT = _descriptor.Descriptor(
+ name='ModelOutput',
+ full_name='ModelOutput',
+ filename=None,
+ file=DESCRIPTOR,
+ containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[
+ _descriptor.FieldDescriptor(
+ name='confidence', full_name='ModelOutput.confidence', index=0,
+ number=1, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='timestamp', full_name='ModelOutput.timestamp', index=1,
+ number=2, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ip_o', full_name='ModelOutput.ip_o', index=2,
+ number=3, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='tag_name', full_name='ModelOutput.tag_name', index=3,
+ number=4, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='tag', full_name='ModelOutput.tag', index=4,
+ number=5, type=5, cpp_type=1, label=1,
+ has_default_value=False, default_value=0,
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='flow_id', full_name='ModelOutput.flow_id', index=5,
+ number=6, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='protocol', full_name='ModelOutput.protocol', index=6,
+ number=7, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='port_d', full_name='ModelOutput.port_d', index=7,
+ number=8, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ml_id', full_name='ModelOutput.ml_id', index=8,
+ number=9, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_start', full_name='ModelOutput.time_start', index=9,
+ number=10, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_end', full_name='ModelOutput.time_end', index=10,
+ number=11, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ ],
+ extensions=[
+ ],
+ nested_types=[],
+ enum_types=[
+ ],
+ serialized_options=None,
+ is_extendable=False,
+ syntax='proto3',
+ extension_ranges=[],
+ oneofs=[
+ _descriptor.OneofDescriptor(
+ name='_ml_id', full_name='ModelOutput._ml_id',
+ index=0, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ _descriptor.OneofDescriptor(
+ name='_time_start', full_name='ModelOutput._time_start',
+ index=1, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ _descriptor.OneofDescriptor(
+ name='_time_end', full_name='ModelOutput._time_end',
+ index=2, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ ],
+ serialized_start=558,
+ serialized_end=812,
+)
+
+_MODELINPUT.oneofs_by_name['_time_start'].fields.append(
+ _MODELINPUT.fields_by_name['time_start'])
+_MODELINPUT.fields_by_name['time_start'].containing_oneof = _MODELINPUT.oneofs_by_name['_time_start']
+_MODELINPUT.oneofs_by_name['_time_end'].fields.append(
+ _MODELINPUT.fields_by_name['time_end'])
+_MODELINPUT.fields_by_name['time_end'].containing_oneof = _MODELINPUT.oneofs_by_name['_time_end']
+_EMPTY.oneofs_by_name['_message'].fields.append(
+ _EMPTY.fields_by_name['message'])
+_EMPTY.fields_by_name['message'].containing_oneof = _EMPTY.oneofs_by_name['_message']
+_MODELOUTPUT.oneofs_by_name['_ml_id'].fields.append(
+ _MODELOUTPUT.fields_by_name['ml_id'])
+_MODELOUTPUT.fields_by_name['ml_id'].containing_oneof = _MODELOUTPUT.oneofs_by_name['_ml_id']
+_MODELOUTPUT.oneofs_by_name['_time_start'].fields.append(
+ _MODELOUTPUT.fields_by_name['time_start'])
+_MODELOUTPUT.fields_by_name['time_start'].containing_oneof = _MODELOUTPUT.oneofs_by_name['_time_start']
+_MODELOUTPUT.oneofs_by_name['_time_end'].fields.append(
+ _MODELOUTPUT.fields_by_name['time_end'])
+_MODELOUTPUT.fields_by_name['time_end'].containing_oneof = _MODELOUTPUT.oneofs_by_name['_time_end']
+DESCRIPTOR.message_types_by_name['ModelInput'] = _MODELINPUT
+DESCRIPTOR.message_types_by_name['Empty'] = _EMPTY
+DESCRIPTOR.message_types_by_name['ModelOutput'] = _MODELOUTPUT
+_sym_db.RegisterFileDescriptor(DESCRIPTOR)
+
+ModelInput = _reflection.GeneratedProtocolMessageType('ModelInput', (_message.Message,), {
+ 'DESCRIPTOR' : _MODELINPUT,
+ '__module__' : 'l3_centralizedattackdetector_pb2'
+ # @@protoc_insertion_point(class_scope:ModelInput)
+ })
+_sym_db.RegisterMessage(ModelInput)
+
+Empty = _reflection.GeneratedProtocolMessageType('Empty', (_message.Message,), {
+ 'DESCRIPTOR' : _EMPTY,
+ '__module__' : 'l3_centralizedattackdetector_pb2'
+ # @@protoc_insertion_point(class_scope:Empty)
+ })
+_sym_db.RegisterMessage(Empty)
+
+ModelOutput = _reflection.GeneratedProtocolMessageType('ModelOutput', (_message.Message,), {
+ 'DESCRIPTOR' : _MODELOUTPUT,
+ '__module__' : 'l3_centralizedattackdetector_pb2'
+ # @@protoc_insertion_point(class_scope:ModelOutput)
+ })
+_sym_db.RegisterMessage(ModelOutput)
+
+
+
+_L3CENTRALIZEDATTACKDETECTOR = _descriptor.ServiceDescriptor(
+ name='L3Centralizedattackdetector',
+ full_name='L3Centralizedattackdetector',
+ file=DESCRIPTOR,
+ index=0,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ serialized_start=814,
+ serialized_end=916,
+ methods=[
+ _descriptor.MethodDescriptor(
+ name='SendInput',
+ full_name='L3Centralizedattackdetector.SendInput',
+ index=0,
+ containing_service=None,
+ input_type=_MODELINPUT,
+ output_type=_EMPTY,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ ),
+ _descriptor.MethodDescriptor(
+ name='GetOutput',
+ full_name='L3Centralizedattackdetector.GetOutput',
+ index=1,
+ containing_service=None,
+ input_type=_EMPTY,
+ output_type=_MODELOUTPUT,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ ),
+])
+_sym_db.RegisterServiceDescriptor(_L3CENTRALIZEDATTACKDETECTOR)
+
+DESCRIPTOR.services_by_name['L3Centralizedattackdetector'] = _L3CENTRALIZEDATTACKDETECTOR
+
+# @@protoc_insertion_point(module_scope)
diff --git a/src/l3_centralizedattackdetector/proto/l3_centralizedattackdetector_pb2_grpc.py b/src/l3_centralizedattackdetector/proto/l3_centralizedattackdetector_pb2_grpc.py
new file mode 100644
index 0000000000000000000000000000000000000000..eaff683645c7d3f62afc8fc3e94c8e5841a42f00
--- /dev/null
+++ b/src/l3_centralizedattackdetector/proto/l3_centralizedattackdetector_pb2_grpc.py
@@ -0,0 +1,101 @@
+# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!
+"""Client and server classes corresponding to protobuf-defined services."""
+import grpc
+
+from . import l3_centralizedattackdetector_pb2 as l3__centralizedattackdetector__pb2
+
+
+class L3CentralizedattackdetectorStub(object):
+ """Missing associated documentation comment in .proto file."""
+
+ def __init__(self, channel):
+ """Constructor.
+
+ Args:
+ channel: A grpc.Channel.
+ """
+ self.SendInput = channel.unary_unary(
+ '/L3Centralizedattackdetector/SendInput',
+ request_serializer=l3__centralizedattackdetector__pb2.ModelInput.SerializeToString,
+ response_deserializer=l3__centralizedattackdetector__pb2.Empty.FromString,
+ )
+ self.GetOutput = channel.unary_unary(
+ '/L3Centralizedattackdetector/GetOutput',
+ request_serializer=l3__centralizedattackdetector__pb2.Empty.SerializeToString,
+ response_deserializer=l3__centralizedattackdetector__pb2.ModelOutput.FromString,
+ )
+
+
+class L3CentralizedattackdetectorServicer(object):
+ """Missing associated documentation comment in .proto file."""
+
+ def SendInput(self, request, context):
+ """Sends a greeting
+ """
+ context.set_code(grpc.StatusCode.UNIMPLEMENTED)
+ context.set_details('Method not implemented!')
+ raise NotImplementedError('Method not implemented!')
+
+ def GetOutput(self, request, context):
+ """Sends another greeting
+ """
+ context.set_code(grpc.StatusCode.UNIMPLEMENTED)
+ context.set_details('Method not implemented!')
+ raise NotImplementedError('Method not implemented!')
+
+
+def add_L3CentralizedattackdetectorServicer_to_server(servicer, server):
+ rpc_method_handlers = {
+ 'SendInput': grpc.unary_unary_rpc_method_handler(
+ servicer.SendInput,
+ request_deserializer=l3__centralizedattackdetector__pb2.ModelInput.FromString,
+ response_serializer=l3__centralizedattackdetector__pb2.Empty.SerializeToString,
+ ),
+ 'GetOutput': grpc.unary_unary_rpc_method_handler(
+ servicer.GetOutput,
+ request_deserializer=l3__centralizedattackdetector__pb2.Empty.FromString,
+ response_serializer=l3__centralizedattackdetector__pb2.ModelOutput.SerializeToString,
+ ),
+ }
+ generic_handler = grpc.method_handlers_generic_handler(
+ 'L3Centralizedattackdetector', rpc_method_handlers)
+ server.add_generic_rpc_handlers((generic_handler,))
+
+
+ # This class is part of an EXPERIMENTAL API.
+class L3Centralizedattackdetector(object):
+ """Missing associated documentation comment in .proto file."""
+
+ @staticmethod
+ def SendInput(request,
+ target,
+ options=(),
+ channel_credentials=None,
+ call_credentials=None,
+ insecure=False,
+ compression=None,
+ wait_for_ready=None,
+ timeout=None,
+ metadata=None):
+ return grpc.experimental.unary_unary(request, target, '/L3Centralizedattackdetector/SendInput',
+ l3__centralizedattackdetector__pb2.ModelInput.SerializeToString,
+ l3__centralizedattackdetector__pb2.Empty.FromString,
+ options, channel_credentials,
+ insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
+
+ @staticmethod
+ def GetOutput(request,
+ target,
+ options=(),
+ channel_credentials=None,
+ call_credentials=None,
+ insecure=False,
+ compression=None,
+ wait_for_ready=None,
+ timeout=None,
+ metadata=None):
+ return grpc.experimental.unary_unary(request, target, '/L3Centralizedattackdetector/GetOutput',
+ l3__centralizedattackdetector__pb2.Empty.SerializeToString,
+ l3__centralizedattackdetector__pb2.ModelOutput.FromString,
+ options, channel_credentials,
+ insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
diff --git a/src/l3_centralizedattackdetector/requirements.in b/src/l3_centralizedattackdetector/requirements.in
new file mode 100644
index 0000000000000000000000000000000000000000..31aba06dccdcd151699628fc5162e733a9c768b3
--- /dev/null
+++ b/src/l3_centralizedattackdetector/requirements.in
@@ -0,0 +1,9 @@
+grpcio-health-checking
+grpcio
+grpcio-tools
+prometheus-client
+pytest
+pytest-benchmark
+numpy
+scikit-learn
+onnxruntime
diff --git a/src/l3_centralizedattackdetector/service/__init__.py b/src/l3_centralizedattackdetector/service/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_centralizedattackdetector/service/__main__.py b/src/l3_centralizedattackdetector/service/__main__.py
new file mode 100644
index 0000000000000000000000000000000000000000..b05d5b14782a7dae8b34a49e03c0d00e1b39d3ca
--- /dev/null
+++ b/src/l3_centralizedattackdetector/service/__main__.py
@@ -0,0 +1,51 @@
+import logging, signal, sys, threading, os
+from prometheus_client import start_http_server
+from common.Settings import get_setting
+from l3_centralizedattackdetector.service.l3_centralizedattackdetectorService import l3_centralizedattackdetectorService
+from l3_centralizedattackdetector.Config import GRPC_SERVICE_PORT, GRPC_MAX_WORKERS, GRPC_GRACE_PERIOD, LOG_LEVEL, METRICS_PORT
+
+terminate = threading.Event()
+logger = None
+
+def signal_handler(signal, frame):
+ global terminate, logger
+ logger.warning('Terminate signal received')
+ terminate.set()
+
+def main():
+ global terminate, logger
+
+ service_port = get_setting('L3_CENTRALIZEDATTACKDETECTOR_SERVICE_PORT_GRPC', default=GRPC_SERVICE_PORT)
+ max_workers = get_setting('MAX_WORKERS', default=GRPC_MAX_WORKERS )
+ grace_period = get_setting('GRACE_PERIOD', default=GRPC_GRACE_PERIOD)
+ log_level = get_setting('LOG_LEVEL', default=LOG_LEVEL )
+ metrics_port = get_setting('METRICS_PORT', default=METRICS_PORT )
+
+ logging.basicConfig(level=log_level)
+ logger = logging.getLogger(__name__)
+
+ signal.signal(signal.SIGINT, signal_handler)
+ signal.signal(signal.SIGTERM, signal_handler)
+
+ logger.info('Starting...')
+
+ # Start metrics server
+ start_http_server(metrics_port)
+
+
+ # Starting l3_centralizedattackdetector service
+ grpc_service = l3_centralizedattackdetectorService(
+ port=service_port, max_workers=max_workers, grace_period=grace_period)
+ grpc_service.start()
+
+ # Wait for Ctrl+C or termination signal
+ while not terminate.wait(timeout=0.1): pass
+
+ logger.info('Terminating...')
+ grpc_service.stop()
+
+ logger.info('Bye')
+ return 0
+
+if __name__ == '__main__':
+ sys.exit(main())
diff --git a/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorService.py b/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorService.py
new file mode 100644
index 0000000000000000000000000000000000000000..dd4a2fce9d078645c08a26090f209cc2425698e2
--- /dev/null
+++ b/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorService.py
@@ -0,0 +1,82 @@
+import grpc
+import logging
+from concurrent import futures
+from grpc_health.v1.health import HealthServicer, OVERALL_HEALTH
+from grpc_health.v1.health_pb2 import HealthCheckResponse
+from grpc_health.v1.health_pb2_grpc import add_HealthServicer_to_server
+from l3_centralizedattackdetector.proto.l3_centralizedattackdetector_pb2_grpc import (
+ add_L3CentralizedattackdetectorServicer_to_server,
+)
+from l3_centralizedattackdetector.service.l3_centralizedattackdetectorServiceServicerImpl import (
+ l3_centralizedattackdetectorServiceServicerImpl,
+)
+from l3_centralizedattackdetector.Config import (
+ GRPC_SERVICE_PORT,
+ GRPC_MAX_WORKERS,
+ GRPC_GRACE_PERIOD,
+)
+
+BIND_ADDRESS = "0.0.0.0"
+LOGGER = logging.getLogger(__name__)
+
+
+class l3_centralizedattackdetectorService:
+ def __init__(
+ self,
+ address=BIND_ADDRESS,
+ port=GRPC_SERVICE_PORT,
+ max_workers=GRPC_MAX_WORKERS,
+ grace_period=GRPC_GRACE_PERIOD,
+ ):
+ self.address = address
+ self.port = port
+ self.endpoint = None
+ self.max_workers = max_workers
+ self.grace_period = grace_period
+ self.l3_centralizedattackdetector_servicer = None
+ self.health_servicer = None
+ self.pool = None
+ self.server = None
+
+ def start(self):
+ self.endpoint = "{}:{}".format(self.address, self.port)
+ LOGGER.debug(
+ "Starting Service (tentative endpoint: {}, max_workers: {})...".format(
+ self.endpoint, self.max_workers
+ )
+ )
+
+ self.pool = futures.ThreadPoolExecutor(max_workers=self.max_workers)
+ self.server = grpc.server(self.pool) # , interceptors=(tracer_interceptor,))
+
+ self.l3_centralizedattackdetector_servicer = (
+ l3_centralizedattackdetectorServiceServicerImpl()
+ )
+ add_L3CentralizedattackdetectorServicer_to_server(
+ self.l3_centralizedattackdetector_servicer, self.server
+ )
+
+ self.health_servicer = HealthServicer(
+ experimental_non_blocking=True,
+ experimental_thread_pool=futures.ThreadPoolExecutor(max_workers=1),
+ )
+ add_HealthServicer_to_server(self.health_servicer, self.server)
+
+ port = self.server.add_insecure_port(self.endpoint)
+ self.endpoint = "{}:{}".format(self.address, port)
+ LOGGER.info("Listening on {}...".format(self.endpoint))
+ self.server.start()
+ self.health_servicer.set(
+ OVERALL_HEALTH, HealthCheckResponse.SERVING
+ ) # pylint: disable=maybe-no-member
+
+ LOGGER.debug("Service started")
+ #self.l3_centralizedattackdetector_servicer.setup_l3_centralizedattackdetector()
+
+ def stop(self):
+ LOGGER.debug(
+ "Stopping service (grace period {} seconds)...".format(self.grace_period)
+ )
+ self.health_servicer.enter_graceful_shutdown()
+ self.server.stop(self.grace_period)
+ LOGGER.debug("Service stopped")
diff --git a/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py b/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py
new file mode 100644
index 0000000000000000000000000000000000000000..2f11e1cfb5d57a50703cb3d44e2b05a7fb1a1b4f
--- /dev/null
+++ b/src/l3_centralizedattackdetector/service/l3_centralizedattackdetectorServiceServicerImpl.py
@@ -0,0 +1,117 @@
+from __future__ import print_function
+from datetime import datetime
+import os
+import grpc
+import numpy as np
+import onnxruntime as rt
+import logging
+from l3_centralizedattackdetector.proto.l3_centralizedattackdetector_pb2 import (
+ Empty,
+)
+from l3_centralizedattackdetector.proto.l3_centralizedattackdetector_pb2_grpc import (
+ L3CentralizedattackdetectorServicer,
+)
+
+from l3_centralizedattackdetector.proto.l3_attackmitigator_pb2 import (
+ Output,
+)
+from l3_centralizedattackdetector.proto.l3_attackmitigator_pb2_grpc import (
+ L3AttackmitigatorStub,
+)
+
+LOGGER = logging.getLogger(__name__)
+here = os.path.dirname(os.path.abspath(__file__))
+MODEL_FILE = os.path.join(here, "ml_model/teraflow_rf.onnx")
+
+class l3_centralizedattackdetectorServiceServicerImpl(L3CentralizedattackdetectorServicer):
+
+ def __init__(self):
+ LOGGER.debug("Creating Servicer...")
+ self.inference_values = []
+ self.model = rt.InferenceSession(MODEL_FILE)
+ self.input_name = self.model.get_inputs()[0].name
+ self.label_name = self.model.get_outputs()[0].name
+ self.prob_name = self.model.get_outputs()[1].name
+
+
+ def make_inference(self, request):
+ # ML MODEL
+ x_data = np.array([
+ [
+ request.n_packets_server_seconds,
+ request.n_packets_client_seconds,
+ request.n_bits_server_seconds,
+ request.n_bits_client_seconds,
+ request.n_bits_server_n_packets_server,
+ request.n_bits_client_n_packets_client,
+ request.n_packets_server_n_packets_client,
+ request.n_bits_server_n_bits_client,
+ ]
+ ])
+
+ predictions = self.model.run(
+ [self.prob_name], {self.input_name: x_data.astype(np.float32)})[0]
+ # Output format
+ output_message = {
+ "confidence": None,
+ "timestamp": datetime.now().strftime("%d/%m/%Y %H:%M:%S"),
+ "ip_o": request.ip_o,
+ "tag_name": None,
+ "tag": None,
+ "flow_id": request.flow_id,
+ "protocol": request.protocol,
+ "port_d": request.port_d,
+ "ml_id": "RandomForest",
+ "time_start": request.time_start,
+ "time_end": request.time_end,
+ }
+ if predictions[0][1] >= 0.5:
+ output_message["confidence"] = predictions[0][1]
+ output_message["tag_name"] = "Crypto"
+ output_message["tag"] = 1
+ else:
+ output_message["confidence"] = predictions[0][0]
+ output_message["tag_name"] = "Normal"
+ output_message["tag"] = 0
+
+ return Output(**output_message)
+
+ def SendInput(self, request, context):
+ # PERFORM INFERENCE WITH SENT INPUTS
+ logging.debug("")
+ print("Inferencing ...")
+
+ # STORE VALUES
+ self.inference_values.append(request)
+
+ # MAKE INFERENCE
+ output = self.make_inference(request)
+
+ # SEND INFO TO MITIGATION SERVER
+ try:
+ with grpc.insecure_channel("localhost:10002") as channel:
+ stub = L3AttackmitigatorStub(channel)
+ print("Sending to mitigator...")
+ response = stub.SendOutput(output)
+ print("Sent output to mitigator and received: ", response.message)
+
+ # RETURN "OK" TO THE CALLER
+ return Empty(
+ message="OK, information received and mitigator notified"
+ )
+ except:
+ print('Couldnt find l3_attackmitigator')
+ return Empty(
+ message="Mitigator Not found"
+ )
+
+ def GetOutput(self, request, context):
+ logging.debug("")
+ print("Returing inference output...")
+ k = np.multiply(self.inference_values, [2])
+ k = np.sum(k)
+ return self.make_inference(k)
+
+
+
+
diff --git a/src/l3_centralizedattackdetector/service/ml_model/teraflow_rf.onnx b/src/l3_centralizedattackdetector/service/ml_model/teraflow_rf.onnx
new file mode 100644
index 0000000000000000000000000000000000000000..e2bd04b7be0b6f0d60e1172448952388bb9edb6b
Binary files /dev/null and b/src/l3_centralizedattackdetector/service/ml_model/teraflow_rf.onnx differ
diff --git a/src/l3_centralizedattackdetector/tests/__init__.py b/src/l3_centralizedattackdetector/tests/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_centralizedattackdetector/tests/test_unitary.py b/src/l3_centralizedattackdetector/tests/test_unitary.py
new file mode 100644
index 0000000000000000000000000000000000000000..2f991feda3c9b421b5cffc591fa404f38e038e35
--- /dev/null
+++ b/src/l3_centralizedattackdetector/tests/test_unitary.py
@@ -0,0 +1,59 @@
+import logging
+import pytest
+from l3_centralizedattackdetector.Config import GRPC_SERVICE_PORT, GRPC_MAX_WORKERS, GRPC_GRACE_PERIOD
+from l3_centralizedattackdetector.client.l3_centralizedattackdetectorClient import l3_centralizedattackdetectorClient
+from l3_centralizedattackdetector.service.l3_centralizedattackdetectorService import l3_centralizedattackdetectorService
+from l3_centralizedattackdetector.proto.l3_centralizedattackdetector_pb2 import (
+ ModelInput,
+)
+
+port = 10000 + GRPC_SERVICE_PORT # avoid privileged ports
+
+LOGGER = logging.getLogger(__name__)
+LOGGER.setLevel(logging.DEBUG)
+
+@pytest.fixture(scope='session')
+def l3_centralizedattackdetector_service():
+ _service = l3_centralizedattackdetectorService(
+ port=port, max_workers=GRPC_MAX_WORKERS, grace_period=GRPC_GRACE_PERIOD)
+ _service.start()
+ yield _service
+ _service.stop()
+
+
+@pytest.fixture(scope='session')
+def l3_centralizedattackdetector_client(l3_centralizedattackdetector_service):
+ _client = l3_centralizedattackdetectorClient(address='127.0.0.1', port=port)
+ yield _client
+ _client.close()
+
+def test_demo():
+ LOGGER.info('Demo Test')
+ pass
+
+
+def test_system(l3_centralizedattackdetector_client):
+ inference_information = {
+ "n_packets_server_seconds": 5.0,
+ "n_packets_client_seconds": 5.0,
+ "n_bits_server_seconds": 5.0,
+ "n_bits_client_seconds": 5.0,
+ "n_bits_server_n_packets_server": 5.0,
+ "n_bits_client_n_packets_client": 5.0,
+ "n_packets_server_n_packets_client": 5.0,
+ "n_bits_server_n_bits_client": 5.0,
+ "ip_o": "ipo",
+ "port_o": "porto",
+ "ip_d": "ipd",
+ "port_d": "portd",
+ "flow_id": "flowid",
+ "protocol": "protocol",
+ "time_start": 0.0,
+ "time_end": 10.0,
+ }
+ response = l3_centralizedattackdetector_client.SendInput(
+ ModelInput(**inference_information))
+ LOGGER.info("Cad send_input sent and received: "+str(response.message))
+ LOGGER.info('Success!')
+
+
diff --git a/src/l3_distributedattackdetector/.gitlab-ci.yml b/src/l3_distributedattackdetector/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..c2579c70ac78c7ec8ca21fc48110b4656b644f08
--- /dev/null
+++ b/src/l3_distributedattackdetector/.gitlab-ci.yml
@@ -0,0 +1,60 @@
+# Build, tag, and push the Docker images to the GitLab Docker registry
+build l3_distributedattackdetector:
+ variables:
+ IMAGE_NAME: 'l3_distributedattackdetector' # name of the microservice
+ IMAGE_NAME_TEST: 'l3_distributedattackdetector-test' # name of the microservice
+ IMAGE_TAG: 'latest' # tag of the container image (production, development, etc)
+ stage: build
+ before_script:
+ - docker login -u "$CI_REGISTRY_USER" -p "$CI_REGISTRY_PASSWORD" $CI_REGISTRY
+ script:
+ - docker build -t "$IMAGE_NAME:$IMAGE_TAG" -f ./src/$IMAGE_NAME/Dockerfile ./src/
+ - docker tag "$IMAGE_NAME:$IMAGE_TAG" "$CI_REGISTRY_IMAGE/$IMAGE_NAME:$IMAGE_TAG"
+ - docker push "$CI_REGISTRY_IMAGE/$IMAGE_NAME:$IMAGE_TAG"
+ rules:
+ - changes:
+ - src/$IMAGE_NAME/**
+ - .gitlab-ci.yml
+
+# Pull, execute, and run unitary tests for the Docker image from the GitLab registry
+unit_test l3_distributedattackdetector:
+ variables:
+ IMAGE_NAME: 'l3_distributedattackdetector' # name of the microservice
+ IMAGE_NAME_TEST: 'l3_distributedattackdetector-test' # name of the microservice
+ IMAGE_TAG: 'latest' # tag of the container image (production, development, etc)
+ stage: unit_test
+ needs:
+ - build l3_distributedattackdetector
+ before_script:
+ - docker login -u "$CI_REGISTRY_USER" -p "$CI_REGISTRY_PASSWORD" $CI_REGISTRY
+ - if docker network list | grep teraflowbridge; then echo "teraflowbridge is already created"; else docker network create -d bridge teraflowbridge; fi
+ script:
+ - docker pull "$CI_REGISTRY_IMAGE/$IMAGE_NAME:$IMAGE_TAG"
+ - docker run -d -p 10000:10000 --name $IMAGE_NAME --network=teraflowbridge "$IMAGE_NAME:$IMAGE_TAG"
+ - docker ps -a
+ - sleep 5
+ - docker ps -a
+ - docker logs $IMAGE_NAME
+ - docker exec -i $IMAGE_NAME bash -c "pytest --log-level=DEBUG --verbose -o log_cli=true $IMAGE_NAME/tests/test_unitary.py"
+ after_script:
+ - docker stop $IMAGE_NAME
+ - docker rm $IMAGE_NAME
+ rules:
+ - changes:
+ - src/$IMAGE_NAME/**
+ - .gitlab-ci.yml
+
+# Deployment of the service in Kubernetes Cluster
+deploy l3_distributedattackdetector:
+ stage: deploy
+ needs:
+ - build l3_distributedattackdetector
+ - unit_test l3_distributedattackdetector
+ - dependencies all
+ - integ_test execute
+ script:
+ - kubectl version
+ - kubectl get all
+ - kubectl apply -f "manifests/l3_distributedattackdetectorservice.yaml"
+ - kubectl delete pods --selector app=l3_distributedattackdetectorservice
+ - kubectl get all
diff --git a/src/l3_distributedattackdetector/Config.py b/src/l3_distributedattackdetector/Config.py
new file mode 100644
index 0000000000000000000000000000000000000000..8cb99bb0d21b238037ace527e581232b7394f4e8
--- /dev/null
+++ b/src/l3_distributedattackdetector/Config.py
@@ -0,0 +1,12 @@
+import logging
+
+# General settings
+LOG_LEVEL = logging.WARNING
+
+# gRPC settings
+GRPC_SERVICE_PORT = 10000 # TODO UPM FIXME
+GRPC_MAX_WORKERS = 10
+GRPC_GRACE_PERIOD = 60
+
+# Prometheus settings
+METRICS_PORT = 9192
diff --git a/src/l3_distributedattackdetector/Dockerfile b/src/l3_distributedattackdetector/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..3b50a89735e1d96bc334fb1d78663fcd37cfb1ed
--- /dev/null
+++ b/src/l3_distributedattackdetector/Dockerfile
@@ -0,0 +1,36 @@
+FROM python:3-slim
+
+# Install dependencies
+RUN apt-get --yes --quiet --quiet update && \
+ apt-get --yes --quiet --quiet install wget g++ libpcap-dev libtool && \
+ rm -rf /var/lib/apt/lists/*
+
+# Set Python to show logs as they occur
+ENV PYTHONUNBUFFERED=0
+
+# Download the gRPC health probe
+RUN GRPC_HEALTH_PROBE_VERSION=v0.2.0 && \
+ wget -qO/bin/grpc_health_probe https://github.com/grpc-ecosystem/grpc-health-probe/releases/download/${GRPC_HEALTH_PROBE_VERSION}/grpc_health_probe-linux-amd64 && \
+ chmod +x /bin/grpc_health_probe
+
+# Get generic Python packages
+RUN python3 -m pip install --upgrade pip setuptools wheel pip-tools
+
+# Set working directory
+WORKDIR /var/teraflow
+
+# Create module sub-folders
+RUN mkdir -p /var/teraflow/l3_distributedattackdetector
+
+# Get Python packages per module
+COPY l3_distributedattackdetector/requirements.in l3_distributedattackdetector/requirements.in
+RUN pip-compile --output-file=l3_distributedattackdetector/requirements.txt l3_distributedattackdetector/requirements.in
+RUN python3 -m pip install -r l3_distributedattackdetector/requirements.in
+
+# Add files into working directory
+COPY common/. common
+COPY l3_distributedattackdetector/. l3_distributedattackdetector
+
+# Start service service
+RUN nohup bash -c "service/tstat -l -i lo -s service/piped &" && sleep 5
+ENTRYPOINT ["python", "-m", "l3_distributedattackdetector.service"]
diff --git a/src/l3_distributedattackdetector/README.md b/src/l3_distributedattackdetector/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d8cac8b72d41c6eb6ce2b2908e6ab7402966ad62
--- /dev/null
+++ b/src/l3_distributedattackdetector/README.md
@@ -0,0 +1,3 @@
+# l3_distributedattackdetector
+- Receives packages and process it with TSTAT
+- Functions: ReportSummarizeKpi(KpiList)
diff --git a/src/l3_distributedattackdetector/__init__.py b/src/l3_distributedattackdetector/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_distributedattackdetector/genproto.sh b/src/l3_distributedattackdetector/genproto.sh
new file mode 100644
index 0000000000000000000000000000000000000000..9ca93e30e45fbdc89eb4837fcf2e9fb8cbd2f3ee
--- /dev/null
+++ b/src/l3_distributedattackdetector/genproto.sh
@@ -0,0 +1,29 @@
+#!/bin/bash -eu
+#
+# Copyright 2018 Google LLC
+#
+# 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.
+
+#!/bin/bash -e
+
+# Make folder containing the script the root folder for its execution
+cd $(dirname $0)
+
+rm -rf proto/*.py
+rm -rf proto/__pycache__
+touch proto/__init__.py
+
+python -m grpc_tools.protoc -I../../proto --python_out=proto --grpc_python_out=proto l3_centralizedattackdetector.proto
+
+sed -i -E 's/(import\ .*)_pb2/from . \1_pb2/g' proto/l3_centralizedattackdetector_pb2.py
+sed -i -E 's/(import\ .*)_pb2/from . \1_pb2/g' proto/l3_centralizedattackdetector_pb2_grpc.py
diff --git a/src/l3_distributedattackdetector/proto/__init__.py b/src/l3_distributedattackdetector/proto/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_distributedattackdetector/proto/l3_centralizedattackdetector_pb2.py b/src/l3_distributedattackdetector/proto/l3_centralizedattackdetector_pb2.py
new file mode 100644
index 0000000000000000000000000000000000000000..cafbc6bf86a42e438dfccb1636f49b066be1530a
--- /dev/null
+++ b/src/l3_distributedattackdetector/proto/l3_centralizedattackdetector_pb2.py
@@ -0,0 +1,409 @@
+# -*- coding: utf-8 -*-
+# Generated by the protocol buffer compiler. DO NOT EDIT!
+# source: l3_centralizedattackdetector.proto
+"""Generated protocol buffer code."""
+from google.protobuf import descriptor as _descriptor
+from google.protobuf import message as _message
+from google.protobuf import reflection as _reflection
+from google.protobuf import symbol_database as _symbol_database
+# @@protoc_insertion_point(imports)
+
+_sym_db = _symbol_database.Default()
+
+
+
+
+DESCRIPTOR = _descriptor.FileDescriptor(
+ name='l3_centralizedattackdetector.proto',
+ package='',
+ syntax='proto3',
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ serialized_pb=b'\n\"l3_centralizedattackdetector.proto\"\xd9\x03\n\nModelInput\x12 \n\x18n_packets_server_seconds\x18\x01 \x01(\x02\x12 \n\x18n_packets_client_seconds\x18\x02 \x01(\x02\x12\x1d\n\x15n_bits_server_seconds\x18\x03 \x01(\x02\x12\x1d\n\x15n_bits_client_seconds\x18\x04 \x01(\x02\x12&\n\x1en_bits_server_n_packets_server\x18\x05 \x01(\x02\x12&\n\x1en_bits_client_n_packets_client\x18\x06 \x01(\x02\x12)\n!n_packets_server_n_packets_client\x18\x07 \x01(\x02\x12#\n\x1bn_bits_server_n_bits_client\x18\x08 \x01(\x02\x12\x0c\n\x04ip_o\x18\t \x01(\t\x12\x0e\n\x06port_o\x18\n \x01(\t\x12\x0c\n\x04ip_d\x18\x0b \x01(\t\x12\x0e\n\x06port_d\x18\x0c \x01(\t\x12\x0f\n\x07\x66low_id\x18\r \x01(\t\x12\x10\n\x08protocol\x18\x0e \x01(\t\x12\x17\n\ntime_start\x18\x0f \x01(\x02H\x00\x88\x01\x01\x12\x15\n\x08time_end\x18\x10 \x01(\x02H\x01\x88\x01\x01\x42\r\n\x0b_time_startB\x0b\n\t_time_end\")\n\x05\x45mpty\x12\x14\n\x07message\x18\x01 \x01(\tH\x00\x88\x01\x01\x42\n\n\x08_message\"\xfe\x01\n\x0bModelOutput\x12\x12\n\nconfidence\x18\x01 \x01(\x02\x12\x11\n\ttimestamp\x18\x02 \x01(\t\x12\x0c\n\x04ip_o\x18\x03 \x01(\t\x12\x10\n\x08tag_name\x18\x04 \x01(\t\x12\x0b\n\x03tag\x18\x05 \x01(\x05\x12\x0f\n\x07\x66low_id\x18\x06 \x01(\t\x12\x10\n\x08protocol\x18\x07 \x01(\t\x12\x0e\n\x06port_d\x18\x08 \x01(\t\x12\x12\n\x05ml_id\x18\t \x01(\tH\x00\x88\x01\x01\x12\x17\n\ntime_start\x18\n \x01(\x02H\x01\x88\x01\x01\x12\x15\n\x08time_end\x18\x0b \x01(\x02H\x02\x88\x01\x01\x42\x08\n\x06_ml_idB\r\n\x0b_time_startB\x0b\n\t_time_end2f\n\x1bL3Centralizedattackdetector\x12\"\n\tSendInput\x12\x0b.ModelInput\x1a\x06.Empty\"\x00\x12#\n\tGetOutput\x12\x06.Empty\x1a\x0c.ModelOutput\"\x00\x62\x06proto3'
+)
+
+
+
+
+_MODELINPUT = _descriptor.Descriptor(
+ name='ModelInput',
+ full_name='ModelInput',
+ filename=None,
+ file=DESCRIPTOR,
+ containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[
+ _descriptor.FieldDescriptor(
+ name='n_packets_server_seconds', full_name='ModelInput.n_packets_server_seconds', index=0,
+ number=1, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_packets_client_seconds', full_name='ModelInput.n_packets_client_seconds', index=1,
+ number=2, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_bits_server_seconds', full_name='ModelInput.n_bits_server_seconds', index=2,
+ number=3, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_bits_client_seconds', full_name='ModelInput.n_bits_client_seconds', index=3,
+ number=4, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_bits_server_n_packets_server', full_name='ModelInput.n_bits_server_n_packets_server', index=4,
+ number=5, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_bits_client_n_packets_client', full_name='ModelInput.n_bits_client_n_packets_client', index=5,
+ number=6, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_packets_server_n_packets_client', full_name='ModelInput.n_packets_server_n_packets_client', index=6,
+ number=7, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='n_bits_server_n_bits_client', full_name='ModelInput.n_bits_server_n_bits_client', index=7,
+ number=8, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ip_o', full_name='ModelInput.ip_o', index=8,
+ number=9, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='port_o', full_name='ModelInput.port_o', index=9,
+ number=10, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ip_d', full_name='ModelInput.ip_d', index=10,
+ number=11, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='port_d', full_name='ModelInput.port_d', index=11,
+ number=12, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='flow_id', full_name='ModelInput.flow_id', index=12,
+ number=13, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='protocol', full_name='ModelInput.protocol', index=13,
+ number=14, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_start', full_name='ModelInput.time_start', index=14,
+ number=15, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_end', full_name='ModelInput.time_end', index=15,
+ number=16, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ ],
+ extensions=[
+ ],
+ nested_types=[],
+ enum_types=[
+ ],
+ serialized_options=None,
+ is_extendable=False,
+ syntax='proto3',
+ extension_ranges=[],
+ oneofs=[
+ _descriptor.OneofDescriptor(
+ name='_time_start', full_name='ModelInput._time_start',
+ index=0, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ _descriptor.OneofDescriptor(
+ name='_time_end', full_name='ModelInput._time_end',
+ index=1, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ ],
+ serialized_start=39,
+ serialized_end=512,
+)
+
+
+_EMPTY = _descriptor.Descriptor(
+ name='Empty',
+ full_name='Empty',
+ filename=None,
+ file=DESCRIPTOR,
+ containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[
+ _descriptor.FieldDescriptor(
+ name='message', full_name='Empty.message', index=0,
+ number=1, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ ],
+ extensions=[
+ ],
+ nested_types=[],
+ enum_types=[
+ ],
+ serialized_options=None,
+ is_extendable=False,
+ syntax='proto3',
+ extension_ranges=[],
+ oneofs=[
+ _descriptor.OneofDescriptor(
+ name='_message', full_name='Empty._message',
+ index=0, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ ],
+ serialized_start=514,
+ serialized_end=555,
+)
+
+
+_MODELOUTPUT = _descriptor.Descriptor(
+ name='ModelOutput',
+ full_name='ModelOutput',
+ filename=None,
+ file=DESCRIPTOR,
+ containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[
+ _descriptor.FieldDescriptor(
+ name='confidence', full_name='ModelOutput.confidence', index=0,
+ number=1, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='timestamp', full_name='ModelOutput.timestamp', index=1,
+ number=2, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ip_o', full_name='ModelOutput.ip_o', index=2,
+ number=3, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='tag_name', full_name='ModelOutput.tag_name', index=3,
+ number=4, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='tag', full_name='ModelOutput.tag', index=4,
+ number=5, type=5, cpp_type=1, label=1,
+ has_default_value=False, default_value=0,
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='flow_id', full_name='ModelOutput.flow_id', index=5,
+ number=6, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='protocol', full_name='ModelOutput.protocol', index=6,
+ number=7, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='port_d', full_name='ModelOutput.port_d', index=7,
+ number=8, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='ml_id', full_name='ModelOutput.ml_id', index=8,
+ number=9, type=9, cpp_type=9, label=1,
+ has_default_value=False, default_value=b"".decode('utf-8'),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_start', full_name='ModelOutput.time_start', index=9,
+ number=10, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ _descriptor.FieldDescriptor(
+ name='time_end', full_name='ModelOutput.time_end', index=10,
+ number=11, type=2, cpp_type=6, label=1,
+ has_default_value=False, default_value=float(0),
+ message_type=None, enum_type=None, containing_type=None,
+ is_extension=False, extension_scope=None,
+ serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key),
+ ],
+ extensions=[
+ ],
+ nested_types=[],
+ enum_types=[
+ ],
+ serialized_options=None,
+ is_extendable=False,
+ syntax='proto3',
+ extension_ranges=[],
+ oneofs=[
+ _descriptor.OneofDescriptor(
+ name='_ml_id', full_name='ModelOutput._ml_id',
+ index=0, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ _descriptor.OneofDescriptor(
+ name='_time_start', full_name='ModelOutput._time_start',
+ index=1, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ _descriptor.OneofDescriptor(
+ name='_time_end', full_name='ModelOutput._time_end',
+ index=2, containing_type=None,
+ create_key=_descriptor._internal_create_key,
+ fields=[]),
+ ],
+ serialized_start=558,
+ serialized_end=812,
+)
+
+_MODELINPUT.oneofs_by_name['_time_start'].fields.append(
+ _MODELINPUT.fields_by_name['time_start'])
+_MODELINPUT.fields_by_name['time_start'].containing_oneof = _MODELINPUT.oneofs_by_name['_time_start']
+_MODELINPUT.oneofs_by_name['_time_end'].fields.append(
+ _MODELINPUT.fields_by_name['time_end'])
+_MODELINPUT.fields_by_name['time_end'].containing_oneof = _MODELINPUT.oneofs_by_name['_time_end']
+_EMPTY.oneofs_by_name['_message'].fields.append(
+ _EMPTY.fields_by_name['message'])
+_EMPTY.fields_by_name['message'].containing_oneof = _EMPTY.oneofs_by_name['_message']
+_MODELOUTPUT.oneofs_by_name['_ml_id'].fields.append(
+ _MODELOUTPUT.fields_by_name['ml_id'])
+_MODELOUTPUT.fields_by_name['ml_id'].containing_oneof = _MODELOUTPUT.oneofs_by_name['_ml_id']
+_MODELOUTPUT.oneofs_by_name['_time_start'].fields.append(
+ _MODELOUTPUT.fields_by_name['time_start'])
+_MODELOUTPUT.fields_by_name['time_start'].containing_oneof = _MODELOUTPUT.oneofs_by_name['_time_start']
+_MODELOUTPUT.oneofs_by_name['_time_end'].fields.append(
+ _MODELOUTPUT.fields_by_name['time_end'])
+_MODELOUTPUT.fields_by_name['time_end'].containing_oneof = _MODELOUTPUT.oneofs_by_name['_time_end']
+DESCRIPTOR.message_types_by_name['ModelInput'] = _MODELINPUT
+DESCRIPTOR.message_types_by_name['Empty'] = _EMPTY
+DESCRIPTOR.message_types_by_name['ModelOutput'] = _MODELOUTPUT
+_sym_db.RegisterFileDescriptor(DESCRIPTOR)
+
+ModelInput = _reflection.GeneratedProtocolMessageType('ModelInput', (_message.Message,), {
+ 'DESCRIPTOR' : _MODELINPUT,
+ '__module__' : 'l3_centralizedattackdetector_pb2'
+ # @@protoc_insertion_point(class_scope:ModelInput)
+ })
+_sym_db.RegisterMessage(ModelInput)
+
+Empty = _reflection.GeneratedProtocolMessageType('Empty', (_message.Message,), {
+ 'DESCRIPTOR' : _EMPTY,
+ '__module__' : 'l3_centralizedattackdetector_pb2'
+ # @@protoc_insertion_point(class_scope:Empty)
+ })
+_sym_db.RegisterMessage(Empty)
+
+ModelOutput = _reflection.GeneratedProtocolMessageType('ModelOutput', (_message.Message,), {
+ 'DESCRIPTOR' : _MODELOUTPUT,
+ '__module__' : 'l3_centralizedattackdetector_pb2'
+ # @@protoc_insertion_point(class_scope:ModelOutput)
+ })
+_sym_db.RegisterMessage(ModelOutput)
+
+
+
+_L3CENTRALIZEDATTACKDETECTOR = _descriptor.ServiceDescriptor(
+ name='L3Centralizedattackdetector',
+ full_name='L3Centralizedattackdetector',
+ file=DESCRIPTOR,
+ index=0,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ serialized_start=814,
+ serialized_end=916,
+ methods=[
+ _descriptor.MethodDescriptor(
+ name='SendInput',
+ full_name='L3Centralizedattackdetector.SendInput',
+ index=0,
+ containing_service=None,
+ input_type=_MODELINPUT,
+ output_type=_EMPTY,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ ),
+ _descriptor.MethodDescriptor(
+ name='GetOutput',
+ full_name='L3Centralizedattackdetector.GetOutput',
+ index=1,
+ containing_service=None,
+ input_type=_EMPTY,
+ output_type=_MODELOUTPUT,
+ serialized_options=None,
+ create_key=_descriptor._internal_create_key,
+ ),
+])
+_sym_db.RegisterServiceDescriptor(_L3CENTRALIZEDATTACKDETECTOR)
+
+DESCRIPTOR.services_by_name['L3Centralizedattackdetector'] = _L3CENTRALIZEDATTACKDETECTOR
+
+# @@protoc_insertion_point(module_scope)
diff --git a/src/l3_distributedattackdetector/proto/l3_centralizedattackdetector_pb2_grpc.py b/src/l3_distributedattackdetector/proto/l3_centralizedattackdetector_pb2_grpc.py
new file mode 100644
index 0000000000000000000000000000000000000000..eaff683645c7d3f62afc8fc3e94c8e5841a42f00
--- /dev/null
+++ b/src/l3_distributedattackdetector/proto/l3_centralizedattackdetector_pb2_grpc.py
@@ -0,0 +1,101 @@
+# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!
+"""Client and server classes corresponding to protobuf-defined services."""
+import grpc
+
+from . import l3_centralizedattackdetector_pb2 as l3__centralizedattackdetector__pb2
+
+
+class L3CentralizedattackdetectorStub(object):
+ """Missing associated documentation comment in .proto file."""
+
+ def __init__(self, channel):
+ """Constructor.
+
+ Args:
+ channel: A grpc.Channel.
+ """
+ self.SendInput = channel.unary_unary(
+ '/L3Centralizedattackdetector/SendInput',
+ request_serializer=l3__centralizedattackdetector__pb2.ModelInput.SerializeToString,
+ response_deserializer=l3__centralizedattackdetector__pb2.Empty.FromString,
+ )
+ self.GetOutput = channel.unary_unary(
+ '/L3Centralizedattackdetector/GetOutput',
+ request_serializer=l3__centralizedattackdetector__pb2.Empty.SerializeToString,
+ response_deserializer=l3__centralizedattackdetector__pb2.ModelOutput.FromString,
+ )
+
+
+class L3CentralizedattackdetectorServicer(object):
+ """Missing associated documentation comment in .proto file."""
+
+ def SendInput(self, request, context):
+ """Sends a greeting
+ """
+ context.set_code(grpc.StatusCode.UNIMPLEMENTED)
+ context.set_details('Method not implemented!')
+ raise NotImplementedError('Method not implemented!')
+
+ def GetOutput(self, request, context):
+ """Sends another greeting
+ """
+ context.set_code(grpc.StatusCode.UNIMPLEMENTED)
+ context.set_details('Method not implemented!')
+ raise NotImplementedError('Method not implemented!')
+
+
+def add_L3CentralizedattackdetectorServicer_to_server(servicer, server):
+ rpc_method_handlers = {
+ 'SendInput': grpc.unary_unary_rpc_method_handler(
+ servicer.SendInput,
+ request_deserializer=l3__centralizedattackdetector__pb2.ModelInput.FromString,
+ response_serializer=l3__centralizedattackdetector__pb2.Empty.SerializeToString,
+ ),
+ 'GetOutput': grpc.unary_unary_rpc_method_handler(
+ servicer.GetOutput,
+ request_deserializer=l3__centralizedattackdetector__pb2.Empty.FromString,
+ response_serializer=l3__centralizedattackdetector__pb2.ModelOutput.SerializeToString,
+ ),
+ }
+ generic_handler = grpc.method_handlers_generic_handler(
+ 'L3Centralizedattackdetector', rpc_method_handlers)
+ server.add_generic_rpc_handlers((generic_handler,))
+
+
+ # This class is part of an EXPERIMENTAL API.
+class L3Centralizedattackdetector(object):
+ """Missing associated documentation comment in .proto file."""
+
+ @staticmethod
+ def SendInput(request,
+ target,
+ options=(),
+ channel_credentials=None,
+ call_credentials=None,
+ insecure=False,
+ compression=None,
+ wait_for_ready=None,
+ timeout=None,
+ metadata=None):
+ return grpc.experimental.unary_unary(request, target, '/L3Centralizedattackdetector/SendInput',
+ l3__centralizedattackdetector__pb2.ModelInput.SerializeToString,
+ l3__centralizedattackdetector__pb2.Empty.FromString,
+ options, channel_credentials,
+ insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
+
+ @staticmethod
+ def GetOutput(request,
+ target,
+ options=(),
+ channel_credentials=None,
+ call_credentials=None,
+ insecure=False,
+ compression=None,
+ wait_for_ready=None,
+ timeout=None,
+ metadata=None):
+ return grpc.experimental.unary_unary(request, target, '/L3Centralizedattackdetector/GetOutput',
+ l3__centralizedattackdetector__pb2.Empty.SerializeToString,
+ l3__centralizedattackdetector__pb2.ModelOutput.FromString,
+ options, channel_credentials,
+ insecure, call_credentials, compression, wait_for_ready, timeout, metadata)
diff --git a/src/l3_distributedattackdetector/requirements.in b/src/l3_distributedattackdetector/requirements.in
new file mode 100644
index 0000000000000000000000000000000000000000..e11480b450adad83b398c2a6a21cf8fe1a7b186d
--- /dev/null
+++ b/src/l3_distributedattackdetector/requirements.in
@@ -0,0 +1,8 @@
+grpcio-health-checking
+grpcio
+grpcio-tools
+prometheus-client
+pytest
+pytest-benchmark
+numpy
+scikit-learn
diff --git a/src/l3_distributedattackdetector/service/__init__.py b/src/l3_distributedattackdetector/service/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_distributedattackdetector/service/__main__.py b/src/l3_distributedattackdetector/service/__main__.py
new file mode 100644
index 0000000000000000000000000000000000000000..1194e2634a337e06e4698cced41ce5fcf9846895
--- /dev/null
+++ b/src/l3_distributedattackdetector/service/__main__.py
@@ -0,0 +1,205 @@
+import logging
+import sys
+import os
+import time
+import grpc
+from l3_distributedattackdetector.proto.l3_centralizedattackdetector_pb2_grpc import (
+ L3CentralizedattackdetectorStub,
+)
+from l3_distributedattackdetector.proto.l3_centralizedattackdetector_pb2 import (
+ ModelInput,
+)
+
+LOGGER = logging.getLogger(__name__)
+TSTAT_DIR_NAME = "piped/"
+JSON_BLANK = {
+ "ip_o": "", # Client IP
+ "port_o": "", # Client port
+ "ip_d": "", # Server ip
+ "port_d": "", # Server port
+ "flow_id": "", # Identifier:c_ip,c_port,s_ip,s_port,time_start
+ "protocol": "", # Connection protocol
+ "time_start": 0, # Start of connection
+ "time_end": 0, # Time of last packet
+}
+
+def follow(thefile, time_sleep):
+ """
+ Generator function that yields new lines in a file
+ It reads the logfie (the opened file)
+ """
+ # seek the end of the file
+ thefile.seek(0, os.SEEK_END)
+
+ trozo = ""
+ # start infinite loop
+ while True:
+ # read last line of file
+ line = thefile.readline()
+ # sleep if file hasn't been updated
+ if not line:
+ time.sleep(time_sleep) # FIXME
+ continue
+
+ if line[-1] != "\n":
+ trozo += line
+ # print ("OJO :"+line+":")
+ else:
+ if trozo != "":
+ line = trozo + line
+ trozo = ""
+ yield line
+
+def load_file(dirname=TSTAT_DIR_NAME):
+ """
+ - Client side -
+ """
+ # "/home/dapi/Tstat/TOSHI/tstat/tstat_DRv4/tstat/piped/"
+
+ while True:
+ here = os.path.dirname(os.path.abspath(__file__))
+ tstat_piped = os.path.join(here, dirname)
+ tstat_dirs = os.listdir(tstat_piped)
+ if len(tstat_dirs) > 0:
+ tstat_dirs.sort()
+ new_dir = tstat_dirs[-1]
+ print(new_dir)
+ # print("dir: {0}".format(new_dir))
+ tstat_file = tstat_piped + new_dir + "/log_tcp_temp_complete"
+ print("tstat_file: {0}".format(tstat_file))
+ return tstat_file
+ else:
+ print("No tstat directory!")
+ time.sleep(1)
+
+def process_line(line):
+ """
+ - Preprocessing before a message per line
+ - Avoids crash when nan are found by generating a 0s array
+ - Returns a list of values
+ """
+
+ def makeDivision(i, j):
+ """
+ Helper function
+ """
+ return i / j if (j and type(i) != str and type(j) != str) else 0
+
+ line = line.split(" ")
+ try:
+ n_packets_server, n_packets_client = float(
+ line[16]), float(line[2])
+ except:
+ return [0 for i in range(9)]
+ n_bits_server, n_bits_client = float(line[22]), float(line[8])
+ seconds = float(line[30]) / 1e6 # Duration in ms
+ values = [
+ makeDivision(n_packets_server, seconds),
+ makeDivision(n_packets_client, seconds),
+ makeDivision(n_bits_server, seconds),
+ makeDivision(n_bits_client, seconds),
+ makeDivision(n_bits_server, n_packets_server),
+ makeDivision(n_bits_client, n_packets_client),
+ makeDivision(n_packets_server, n_packets_client),
+ makeDivision(n_bits_server, n_bits_client),
+ ]
+ return values
+
+def open_channel(input_information):
+ with grpc.insecure_channel("localhost:10001") as channel:
+ stub = L3CentralizedattackdetectorStub(channel)
+ response = stub.SendInput(
+ ModelInput(**input_information))
+ LOGGER.debug("Inferencer send_input sent and received: ",
+ response.message)
+ # response = stub.get_output(Inferencer_pb2.empty(message=""))
+ # print("Inferencer get_output response: \n", response)
+
+def run(time_sleep, max_lines):
+
+ filename = load_file()
+ write_salida = None
+ print(
+ "following: ",
+ filename,
+ " time to wait:",
+ time_sleep,
+ "lineas_tope:",
+ max_lines,
+ "write salida:",
+ write_salida,
+ )
+ logfile = open(filename, "r")
+ # iterate over the generator
+ loglines = follow(logfile, time_sleep)
+ lin = 0
+ ultima_lin = 0
+ last_line = ""
+ cryptos = 0
+ new_connections = {} # Dict for storing NEW data
+ connections_db = {} # Dict for storing ALL data
+ print('Reading lines')
+ for line in loglines:
+ print('Received Line')
+ start = time.time()
+ line_id = line.split(" ")
+ conn_id = (line_id[0], line_id[1], line_id[14], line_id[15])
+ new_connections[conn_id] = process_line(line)
+ try:
+ connections_db[conn_id]["time_end"] = time.time()
+ except KeyError:
+ connections_db[conn_id] = JSON_BLANK.copy()
+ connections_db[conn_id]["time_start"] = time.time()
+ connections_db[conn_id]["time_end"] = time.time()
+ connections_db[conn_id]["ip_o"] = conn_id[0]
+ connections_db[conn_id]["port_o"] = conn_id[1]
+ connections_db[conn_id]["flow_id"] = "".join(conn_id)
+ connections_db[conn_id]["protocol"] = "TCP"
+ connections_db[conn_id]["ip_d"] = conn_id[2]
+ connections_db[conn_id]["port_d"] = conn_id[3]
+
+ # CRAFT DICT
+ inference_information = {
+ "n_packets_server_seconds": new_connections[conn_id][0],
+ "n_packets_client_seconds": new_connections[conn_id][1],
+ "n_bits_server_seconds": new_connections[conn_id][2],
+ "n_bits_client_seconds": new_connections[conn_id][3],
+ "n_bits_server_n_packets_server": new_connections[conn_id][4],
+ "n_bits_client_n_packets_client": new_connections[conn_id][5],
+ "n_packets_server_n_packets_client": new_connections[conn_id][6],
+ "n_bits_server_n_bits_client": new_connections[conn_id][7],
+ "ip_o": connections_db[conn_id]["ip_o"],
+ "port_o": connections_db[conn_id]["port_o"],
+ "ip_d": connections_db[conn_id]["ip_d"],
+ "port_d": connections_db[conn_id]["port_d"],
+ "flow_id": connections_db[conn_id]["flow_id"],
+ "protocol": connections_db[conn_id]["protocol"],
+ "time_start": connections_db[conn_id]["time_start"],
+ "time_end": connections_db[conn_id]["time_end"],
+ }
+
+ # SEND MSG
+ try:
+ open_channel(inference_information)
+ except:
+ LOGGER.info("Centralized Attack Mitigator is not up")
+
+ if write_salida:
+ print(line, end="")
+ sys.stdout.flush()
+ lin += 1
+ if lin >= max_lines:
+ break
+ elif lin == 1:
+ print("primera:", ultima_lin)
+
+ end = time.time() - start
+ print(end)
+
+
+def main():
+ logging.basicConfig()
+ run(5, 70)
+
+if __name__ == '__main__':
+ sys.exit(main())
diff --git a/src/l3_distributedattackdetector/service/piped/0demo/log_tcp_temp_complete b/src/l3_distributedattackdetector/service/piped/0demo/log_tcp_temp_complete
new file mode 100644
index 0000000000000000000000000000000000000000..52bac35ef3f46d8162ba5d21b5c63fa74cb7f6e6
--- /dev/null
+++ b/src/l3_distributedattackdetector/service/piped/0demo/log_tcp_temp_complete
@@ -0,0 +1,352 @@
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diff --git a/src/l3_distributedattackdetector/service/tstat b/src/l3_distributedattackdetector/service/tstat
new file mode 100644
index 0000000000000000000000000000000000000000..06c7fb082e12c8392b71d0ec2f7d74827d30e4a3
Binary files /dev/null and b/src/l3_distributedattackdetector/service/tstat differ
diff --git a/src/l3_distributedattackdetector/tests/__init__.py b/src/l3_distributedattackdetector/tests/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/src/l3_distributedattackdetector/tests/data_generator.py b/src/l3_distributedattackdetector/tests/data_generator.py
new file mode 100644
index 0000000000000000000000000000000000000000..18b861ebbbf2547829dc3b11b12965acf4eef20a
--- /dev/null
+++ b/src/l3_distributedattackdetector/tests/data_generator.py
@@ -0,0 +1,18 @@
+import os
+from time import sleep
+
+line = '221.181.185.159 26406 11 0 10 4 1111 6 1111 0 0 0 1 0 10.25.0.6 22 10 0 10 5 1497 4 1497 0 0 0 1 0 1631699183883.141113 1631699185936.677002 2053.536000 327.059000 334.471000 2053.536000 1726.893000 326.976000 327.081000 1 1 0 0 0 0 0 13.977100 0.022000 42.534000 21.563233 6 40 40 334.779504 326.582000 367.107000 18.068151 5 64 64 0 0 0 0 0 0 1 1 7 1 0 1460 856 15 33536 29200 0 856 15 15 0 0 0 0 0 0 0 0 0 1 1 7 1 0 1410 1080 41 64384 64128 0 1080 41 41 0 0 0 0 0 0 0 0 0 0 0 --- 6 4 - - 0 0 0 0.000000 0.000000 0.000000 0.000000 0 0 - - 0.0 0.0 -\n'
+
+here = os.path.dirname(os.path.abspath(__file__))
+tstat_piped = os.path.join(here, '../service/piped/')
+tstat_dirs = os.listdir(tstat_piped)
+if len(tstat_dirs) > 0:
+ tstat_dirs.sort()
+ new_dir = tstat_dirs[-1]
+ tstat_file = tstat_piped + new_dir + "/log_tcp_temp_complete"
+
+print('Loaded',tstat_file)
+with open(tstat_file, 'a') as f:
+ for i in range(100):
+ f.write(line)
+ sleep(0.5)
diff --git a/src/l3_distributedattackdetector/tests/test_unitary.py b/src/l3_distributedattackdetector/tests/test_unitary.py
new file mode 100644
index 0000000000000000000000000000000000000000..96eae5f67adf70fe523f0e1e2e5167d84294c6b9
--- /dev/null
+++ b/src/l3_distributedattackdetector/tests/test_unitary.py
@@ -0,0 +1,21 @@
+import logging
+import os
+from subprocess import Popen, DEVNULL
+from time import sleep
+
+LOGGER = logging.getLogger(__name__)
+LOGGER.setLevel(logging.DEBUG)
+
+def test_demo():
+ print('Demo Test')
+ pass
+
+def test_tstat():
+ here = os.path.dirname(os.path.abspath(__file__))
+ generator_filename = os.path.join(here, 'data_generator.py')
+ p2 = Popen(["python3",generator_filename], stdout=DEVNULL)
+ print('Started')
+ sleep(15)
+ #p1.terminate()
+ os.system("kill %s" % (p2.pid, ))
+ print('Ended Successfully')