diff --git a/tests/trivy_install.sh b/tests/trivy_install.sh
index a2c77f5a56..d2213b1084 100644
--- a/tests/trivy_install.sh
+++ b/tests/trivy_install.sh
@@ -1,4 +1,4 @@
 #!/bin/bash
 set -e
 
-curl -sfL https://raw.githubusercontent.com/aquasecurity/trivy/main/contrib/install.sh | sudo sh -s -- -b /usr/local/bin v0.63.0
+curl -sfL https://raw.githubusercontent.com/aquasecurity/trivy/main/contrib/install.sh | sudo sh -s -- -b /usr/local/bin v0.65.0
diff --git a/tests/trivy_scan.py b/tests/trivy_scan.py
index 351ebe9c85..81b7505aa2 100644
--- a/tests/trivy_scan.py
+++ b/tests/trivy_scan.py
@@ -21,7 +21,7 @@
 wg_dirs = {
     "katib": "../applications/katib/upstream/installs",
     "pipelines": "../applications/pipeline/upstream/env/cert-manager/platform-agnostic-multi-user",
-    "trainer": "../applications/training-operator/upstream/overlays",
+    "trainer": "../applications/training-operator/upstream/overlays ../applications/trainer/overlays",
     "manifests": "../common/cert-manager/cert-manager/base ../common/cert-manager/kubeflow-issuer/base ../common/istio/istio-crds/base ../common/istio/istio-namespace/base ../common/istio/istio-install/overlays/oauth2-proxy ../common/oauth2-proxy/overlays/m2m-self-signed ../common/dex/overlays/oauth2-proxy ../common/knative/knative-serving/overlays/gateways ../common/knative/knative-eventing/base ../common/istio/cluster-local-gateway/base ../common/kubeflow-namespace/base ../common/kubeflow-roles/base ../common/istio/kubeflow-istio-resources/base",
     "workbenches": "../applications/pvcviewer-controller/upstream/base ../applications/admission-webhook/upstream/overlays ../applications/centraldashboard/overlays ../applications/jupyter/jupyter-web-app/upstream/overlays ../applications/volumes-web-app/upstream/overlays ../applications/tensorboard/tensorboards-web-app/upstream/overlays ../applications/profiles/upstream/overlays ../applications/jupyter/notebook-controller/upstream/overlays ../applications/tensorboard/tensorboard-controller/upstream/overlays",
     "kserve": "../applications/kserve - ../applications/kserve/models-web-app/overlays/kubeflow",