Integrating image vulnerability scanning with the CI/CD process involves embedding security checks into your automated build and deployment pipelines to detect vulnerabilities in container images before they are deployed. This ensures that only secure images are promoted through the pipeline.
Select a Vulnerability Scanning Tool
Use a tool that can scan container images for known vulnerabilities (e.g., CVEs) in OS packages, libraries, and dependencies.
Embed Scanning in the CI Pipeline
Add a scanning step in your CI pipeline (e.g., after the image is built but before deployment). The scan should fail the pipeline if critical vulnerabilities are found.
Automate Remediation or Blocking
Configure the pipeline to either:
Integrate with the CD Pipeline (Optional)
If using a CD pipeline, ensure that only scanned and approved images are deployed to production.
docker build -t my-app:latest .
trivy image my-app:latest
(Alternatively, use Tencent Cloud Container Security for advanced scanning.)stages:
- build
- scan
- deploy
build_image:
stage: build
script:
- docker build -t my-app:latest .
scan_image:
stage: scan
script:
- trivy image --exit-code 1 --severity CRITICAL my-app:latest
deploy:
stage: deploy
script:
- echo "Deploying only if scan passes"
only:
- main
By embedding vulnerability scanning into CI/CD, you shift security left, reducing risks before deployment.