Fix GitHub Actions workflow: Update CodeQL to v3, add permissions, replace deprecated release action

.github/workflows/ci-cd.yml

@@ -197,6 +197,8 @@ jobs:
     name: Security Scanning
     runs-on: ubuntu-latest
     needs: lint
+    permissions:
+      security-events: write
     
     steps:
     - name: Checkout code
@@ -211,7 +213,7 @@ jobs:
         output: 'trivy-results.sarif'
     
     - name: Upload Trivy scan results to GitHub Security tab
-      uses: github/codeql-action/upload-sarif@v2
+      uses: github/codeql-action/upload-sarif@v3
       if: always()
       with:
         sarif_file: 'trivy-results.sarif'
@@ -221,6 +223,8 @@ jobs:
     runs-on: ubuntu-latest
     needs: [test-ubuntu, test-centos, security-scan]
     if: github.ref == 'refs/heads/main' && github.event_name == 'push'
+    permissions:
+      contents: write
     
     steps:
     - name: Checkout code
@@ -241,12 +245,10 @@ jobs:
         git log ${{ steps.get_tag.outputs.latest_tag }}..HEAD --pretty=format:"- %s (%h)" >> CHANGELOG_RELEASE.md
     
     - name: Create Release
-      uses: actions/create-release@v1
-      env:
-        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      uses: softprops/action-gh-release@v2
       with:
         tag_name: v${{ github.run_number }}
-        release_name: Release v${{ github.run_number }}
+        name: Release v${{ github.run_number }}
         body_path: CHANGELOG_RELEASE.md
         draft: false
         prerelease: false