vulnerability-scanning

Automating security vulnerability scanning in a CI/CD pipeline involves integrating tools like Trivy for container images and Snyk for dependencies to automatically detect CVEs, license risks, and misconfigurations during builds, producing actionable reports and SBOMs.

The best way to scan npm dependencies for known vulnerabilities is using tools like npm audit, Snyk, or OWASP Dependency-Check during pre-deployment audits to identify known CVEs early and generate a remediation plan.

Trivy works alongside Snyk and npm audit to provide comprehensive security scans by combining container and image scanning for misconfigurations with detailed dependency analysis to catch known vulnerabilities across your project.

To generate an SBOM and detect misconfigurations in container images, you apply security scanning at build and runtime using Trivy, which identifies vulnerabilities and produces governance reports for your containerized applications.

You can use Bandit for Python code analysis to enforce secure coding standards by integrating it into your security governance workflow, identifying potential code-level vulnerabilities before deployment alongside dependency and container scans.