diff --git a/deploy_in_kubernetes.sh b/deploy_in_kubernetes.sh
index a1b4551dd939e7b1a727307cc177d379e6938182..c81bfc5f1ab09fcca601d054a674e356e3b01c93 100755
--- a/deploy_in_kubernetes.sh
+++ b/deploy_in_kubernetes.sh
@@ -110,7 +110,7 @@ for COMPONENT in $COMPONENTS; do
     fi
 
     echo "  Deploying '$COMPONENT' component to Kubernetes..."
-    DEPLOY_LOG="$TMP_LOGS_FOLDER/push_${COMPONENT}.log"
+    DEPLOY_LOG="$TMP_LOGS_FOLDER/deploy_${COMPONENT}.log"
     kubectl --namespace $K8S_NAMESPACE apply -f "$MANIFEST" > "$DEPLOY_LOG"
     kubectl --namespace $K8S_NAMESPACE scale deployment --replicas=0 ${COMPONENT}service >> "$DEPLOY_LOG"
     kubectl --namespace $K8S_NAMESPACE scale deployment --replicas=1 ${COMPONENT}service >> "$DEPLOY_LOG"
diff --git a/manifests/l3_attackmitigatorservice.yaml b/manifests/l3_attackmitigatorservice.yaml
index 2240776ebb2e234b58febe9520a4b9e07d42b6d4..a0d1b329579c688b62a772798f27921b03ae68d8 100644
--- a/manifests/l3_attackmitigatorservice.yaml
+++ b/manifests/l3_attackmitigatorservice.yaml
@@ -15,15 +15,15 @@
 apiVersion: apps/v1
 kind: Deployment
 metadata:
-  name: l3-attackmitigatorservice
+  name: l3_attackmitigatorservice
 spec:
   selector:
     matchLabels:
-      app: l3-attackmitigatorservice
+      app: l3_attackmitigatorservice
   template:
     metadata:
       labels:
-        app: l3-attackmitigatorservice
+        app: l3_attackmitigatorservice
     spec:
       terminationGracePeriodSeconds: 5
       containers:
@@ -52,11 +52,11 @@ spec:
 apiVersion: v1
 kind: Service
 metadata:
-  name: l3-attackmitigatorservice
+  name: l3_attackmitigatorservice
 spec:
   type: ClusterIP
   selector:
-    app: l3-attackmitigatorservice
+    app: l3_attackmitigatorservice
   ports:
   - name: grpc
     port: 10002
diff --git a/manifests/l3_centralizedattackdetectorservice.yaml b/manifests/l3_centralizedattackdetectorservice.yaml
index fa7ee9dccd99982d35d7f7705e463ecee30c7c9b..a41e76f2b7cfee3558805edb802ae51faf73f120 100644
--- a/manifests/l3_centralizedattackdetectorservice.yaml
+++ b/manifests/l3_centralizedattackdetectorservice.yaml
@@ -15,15 +15,15 @@
 apiVersion: apps/v1
 kind: Deployment
 metadata:
-  name: l3-centralizedattackdetectorservice
+  name: l3_centralizedattackdetectorservice
 spec:
   selector:
     matchLabels:
-      app: l3-centralizedattackdetectorservice
+      app: l3_centralizedattackdetectorservice
   template:
     metadata:
       labels:
-        app: l3-centralizedattackdetectorservice
+        app: l3_centralizedattackdetectorservice
     spec:
       terminationGracePeriodSeconds: 5
       containers:
@@ -52,11 +52,11 @@ spec:
 apiVersion: v1
 kind: Service
 metadata:
-  name: l3-centralizedattackdetectorservice
+  name: l3_centralizedattackdetectorservice
 spec:
   type: ClusterIP
   selector:
-    app: l3-centralizedattackdetectorservice
+    app: l3_centralizedattackdetectorservice
   ports:
   - name: grpc
     port: 10001
diff --git a/manifests/l3_distributedattackdetectorservice.yaml b/manifests/l3_distributedattackdetectorservice.yaml
index 6b28f68dd5e08561eb29e4512af330b26f6408cf..537915a39c79987038bb83b0d57fcb8305558c6f 100644
--- a/manifests/l3_distributedattackdetectorservice.yaml
+++ b/manifests/l3_distributedattackdetectorservice.yaml
@@ -15,15 +15,15 @@
 apiVersion: apps/v1
 kind: Deployment
 metadata:
-  name: l3-distributedattackdetectorservice
+  name: l3_distributedattackdetectorservice
 spec:
   selector:
     matchLabels:
-      app: l3-distributedattackdetectorservice
+      app: l3_distributedattackdetectorservice
   template:
     metadata:
       labels:
-        app: l3-distributedattackdetectorservice
+        app: l3_distributedattackdetectorservice
     spec:
       terminationGracePeriodSeconds: 5
       containers:
@@ -52,11 +52,11 @@ spec:
 apiVersion: v1
 kind: Service
 metadata:
-  name: l3-distributedattackdetectorservice
+  name: l3_distributedattackdetectorservice
 spec:
   type: ClusterIP
   selector:
-    app: l3-distributedattackdetectorservice
+    app: l3_distributedattackdetectorservice
   ports:
   - name: grpc
     port: 10000
diff --git a/src/l3_centralizedattackdetector/requirements.in b/src/l3_centralizedattackdetector/requirements.in
index 9a1a05518bbe63bba70192fcb19e71c68d143246..9e25a1c28fb6c472e92bbb175eaa1c030fffe760 100644
--- a/src/l3_centralizedattackdetector/requirements.in
+++ b/src/l3_centralizedattackdetector/requirements.in
@@ -1,3 +1,3 @@
 numpy==1.23.*
-scikit-learn==1.12.*
-onnxruntime==1.1.*
+onnxruntime==1.12.*
+scikit-learn==1.1.*