diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 6e077036..c92f7c09 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -87,6 +87,7 @@ jobs:
             type=raw,value=latest,enable=${{ github.ref == format('refs/heads/{0}', github.event.repository.default_branch) }}
             type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}
       - name: Build and push Docker image
+        id: build-and-push
         uses: docker/build-push-action@v4
         with:
           context: .
@@ -97,7 +98,6 @@ jobs:
           labels: ${{ steps.meta.outputs.labels }}
           cache-from: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache,mode=max
           cache-to: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache,mode=max
-
       # Sign the resulting Docker image digest except on PRs.
       # This will only write to the public Rekor transparency log when the Docker
       # repository is public to avoid leaking data.
@@ -108,6 +108,27 @@ jobs:
         # This step uses the identity token to provision an ephemeral certificate
         # against the sigstore community Fulcio instance.
         run: echo "${{ steps.meta.outputs.tags }}" | xargs -I {} cosign sign {}@${{ steps.build-and-push.outputs.digest }}
+      - name: Run Trivy in GitHub SBOM mode and submit results to Dependency Graph
+        uses: aquasecurity/trivy-action@master
+        if: ${{ github.event_name != 'pull_request' }}
+        with:
+          image-ref: 'ghcr.io/huggingface/text-generation-inference:sha-${{ env.GITHUB_SHA_SHORT }}'
+          format: 'github'
+          output: 'dependency-results.sbom.json'
+          github-pat: ${{ secrets.GITHUB_TOKEN }}
+      - name: Run Trivy vulnerability scanner
+        uses: aquasecurity/trivy-action@master
+        if: ${{ github.event_name != 'pull_request' }}
+        with:
+          image-ref: 'ghcr.io/huggingface/text-generation-inference:sha-${{ env.GITHUB_SHA_SHORT }}'
+          format: 'sarif'
+          output: 'trivy-results.sarif'
+          severity: 'CRITICAL'
+      - name: Upload Trivy scan results to GitHub Security tab
+        uses: github/codeql-action/upload-sarif@v2
+        if: ${{ github.event_name != 'pull_request' }}
+        with:
+          sarif_file: 'trivy-results.sarif'
 
   build-and-push-sagemaker-image:
     needs: