diff --git a/.github/workflows/build-and-push-render-deployment-image.yaml b/.github/workflows/build-and-push-render-deployment-image.yaml
index 4887f3fa9..fc245d7f2 100644
--- a/.github/workflows/build-and-push-render-deployment-image.yaml
+++ b/.github/workflows/build-and-push-render-deployment-image.yaml
@@ -17,7 +17,6 @@ on:
       - 'render.yaml'
       - 'embed/**/*' # Embed should be published to frontend (yarn build:publish) if any changes are introduced
       - 'server/utils/agents/aibitat/example/**/*' # Do not push new image for local dev testing of new aibitat images.
-      - 'docker/vex/*' # CVE exceptions we know are not in risk
 
 jobs:
   push_to_registries:
@@ -79,3 +78,39 @@ jobs:
           cache-to: type=gha,mode=max
           build-args: |
             "STORAGE_DIR=/storage"
+      
+      # For Docker scout there are some intermediary reported CVEs which exists outside
+      # of execution content or are unreachable by an attacker but exist in image.
+      # We create VEX files for these so they don't show in scout summary. 
+      - name: Collect known and verified CVE exceptions
+        id: cve-list
+        run: |
+          # Collect CVEs from filenames in vex folder
+          CVE_NAMES=""
+          for file in ./docker/vex/*.vex.json; do
+            [ -e "$file" ] || continue
+            filename=$(basename "$file")
+            stripped_filename=${filename%.vex.json}
+            CVE_NAMES+=" $stripped_filename"
+          done
+          echo "CVE_EXCEPTIONS=$CVE_NAMES" >> $GITHUB_OUTPUT
+        shell: bash
+
+      # About VEX attestations https://docs.docker.com/scout/explore/exceptions/
+      # Justifications https://github.com/openvex/spec/blob/main/OPENVEX-SPEC.md#status-justifications
+      - name: Add VEX attestations
+        env:
+          CVE_EXCEPTIONS: ${{ steps.cve-list.outputs.CVE_EXCEPTIONS }}
+        run: |
+          echo $CVE_EXCEPTIONS
+          curl -sSfL https://raw.githubusercontent.com/docker/scout-cli/main/install.sh | sh -s --
+          for cve in $CVE_EXCEPTIONS; do
+            for tag in "${{ join(fromJSON(steps.meta.outputs.json).tags, ' ') }}"; do
+              echo "Attaching VEX exception $cve to $tag"
+              docker scout attestation add \
+              --file "./docker/vex/$cve.vex.json" \
+              --predicate-type https://openvex.dev/ns/v0.2.0 \
+              $tag
+            done
+          done
+        shell: bash