managing-vulnerabilities

Automate vulnerability scanning in CI/CD by integrating multi-tool pipelines to detect, prioritize, and remediate issues across containers, source code, and dependencies. This enables SBOM creation, risk scoring, and policy-enforced gates across builds and deployments.

KEV and EPSS risk-based prioritization evaluates vulnerabilities using known exploited vulnerability catalogs and exploit prediction scoring systems. This mechanism filters noise, ranking issues by actual risk to drive automated remediation workflows.

Yes, you can use Trivy and Grype for multi-layer container scanning. Integrating multiple tools alongside Syft, Semgrep, and Gitleaks provides comprehensive coverage across SAST, DAST, SCA, and secret detection within DevSecOps pipelines.

Generate an SBOM in CycloneDX or SPDX formats using Syft within your DevSecOps pipeline. The created SBOM acts as the baseline input for dependency vulnerability scanning, KEV/EPSS risk scoring, and continuous compliance tracking.

Enforce policy gates in pull requests using OPA to evaluate vulnerability scan results against your risk thresholds. This blocks builds or deployments automatically when critical vulnerabilities or exposed secrets are detected before merging code.