diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml
index 4ae56fa2..2fad8a31 100644
--- a/.github/workflows/docker-build.yml
+++ b/.github/workflows/docker-build.yml
@@ -532,7 +532,7 @@ jobs:
 
       - name: Run Trivy scan (table output)
         if: env.TRIGGER_EVENT != 'pull_request' && steps.skip.outputs.skip_build != 'true' && steps.skip.outputs.is_feature_push != 'true'
-        uses: aquasecurity/trivy-action@97e0b3872f55f89b95b2f65b3dbab56962816478 # 0.34.2
+        uses: aquasecurity/trivy-action@57a97c7e7821a5776cebc9bb87c984fa69cba8f1 # 0.35.0
         with:
           image-ref: ${{ env.GHCR_REGISTRY }}/${{ env.IMAGE_NAME }}@${{ steps.build-and-push.outputs.digest }}
           format: 'table'
@@ -544,7 +544,7 @@ jobs:
       - name: Run Trivy vulnerability scanner (SARIF)
         if: env.TRIGGER_EVENT != 'pull_request' && steps.skip.outputs.skip_build != 'true' && steps.skip.outputs.is_feature_push != 'true'
         id: trivy
-        uses: aquasecurity/trivy-action@97e0b3872f55f89b95b2f65b3dbab56962816478 # 0.34.2
+        uses: aquasecurity/trivy-action@57a97c7e7821a5776cebc9bb87c984fa69cba8f1 # 0.35.0
         with:
           image-ref: ${{ env.GHCR_REGISTRY }}/${{ env.IMAGE_NAME }}@${{ steps.build-and-push.outputs.digest }}
           format: 'sarif'
@@ -692,7 +692,7 @@ jobs:
           echo "✅ Image freshness validated"
 
       - name: Run Trivy scan on PR image (table output)
-        uses: aquasecurity/trivy-action@97e0b3872f55f89b95b2f65b3dbab56962816478 # 0.34.2
+        uses: aquasecurity/trivy-action@57a97c7e7821a5776cebc9bb87c984fa69cba8f1 # 0.35.0
         with:
           image-ref: ${{ steps.pr-image.outputs.image_ref }}
           format: 'table'
@@ -702,7 +702,7 @@ jobs:
 
       - name: Run Trivy scan on PR image (SARIF - blocking)
         id: trivy-scan
-        uses: aquasecurity/trivy-action@97e0b3872f55f89b95b2f65b3dbab56962816478 # 0.34.2
+        uses: aquasecurity/trivy-action@57a97c7e7821a5776cebc9bb87c984fa69cba8f1 # 0.35.0
         with:
           image-ref: ${{ steps.pr-image.outputs.image_ref }}
           format: 'sarif'
diff --git a/.github/workflows/nightly-build.yml b/.github/workflows/nightly-build.yml
index b44707a1..3dad8cbd 100644
--- a/.github/workflows/nightly-build.yml
+++ b/.github/workflows/nightly-build.yml
@@ -405,7 +405,7 @@ jobs:
           severity-cutoff: high
 
       - name: Scan with Trivy
-        uses: aquasecurity/trivy-action@97e0b3872f55f89b95b2f65b3dbab56962816478  # 0.34.2
+        uses: aquasecurity/trivy-action@57a97c7e7821a5776cebc9bb87c984fa69cba8f1  # 0.35.0
         with:
           image-ref: ${{ env.GHCR_REGISTRY }}/${{ env.IMAGE_NAME }}@${{ needs.build-and-push-nightly.outputs.digest }}
           format: 'sarif'
diff --git a/.github/workflows/security-weekly-rebuild.yml b/.github/workflows/security-weekly-rebuild.yml
index fe4e3325..69c2ae4c 100644
--- a/.github/workflows/security-weekly-rebuild.yml
+++ b/.github/workflows/security-weekly-rebuild.yml
@@ -93,7 +93,7 @@ jobs:
             BASE_IMAGE=${{ steps.base-image.outputs.digest }}
 
       - name: Run Trivy vulnerability scanner (CRITICAL+HIGH)
-        uses: aquasecurity/trivy-action@97e0b3872f55f89b95b2f65b3dbab56962816478 # 0.34.2
+        uses: aquasecurity/trivy-action@57a97c7e7821a5776cebc9bb87c984fa69cba8f1 # 0.35.0
         with:
           image-ref: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}@${{ steps.build.outputs.digest }}
           format: 'table'
@@ -104,7 +104,7 @@ jobs:
 
       - name: Run Trivy vulnerability scanner (SARIF)
         id: trivy-sarif
-        uses: aquasecurity/trivy-action@97e0b3872f55f89b95b2f65b3dbab56962816478 # 0.34.2
+        uses: aquasecurity/trivy-action@57a97c7e7821a5776cebc9bb87c984fa69cba8f1 # 0.35.0
         with:
           image-ref: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}@${{ steps.build.outputs.digest }}
           format: 'sarif'
@@ -118,7 +118,7 @@ jobs:
           sarif_file: 'trivy-weekly-results.sarif'
 
       - name: Run Trivy vulnerability scanner (JSON for artifact)
-        uses: aquasecurity/trivy-action@97e0b3872f55f89b95b2f65b3dbab56962816478 # 0.34.2
+        uses: aquasecurity/trivy-action@57a97c7e7821a5776cebc9bb87c984fa69cba8f1 # 0.35.0
         with:
           image-ref: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}@${{ steps.build.outputs.digest }}
           format: 'json'