Security Engineering reference: taint analysis benchmark comparing Pysa, CodeQL & Semgrep on a controlled Django app (16 OWASP Top 10 cases). Includes CI/CD integration with SARIF, ground truth validation, and enterprise scaling patterns.
python security benchmark django static-analysis owasp taint-analysis appsec vulnerability-detection sarif devsecops sast codeql semgrep pysa cicd-security
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Updated
Dec 22, 2025 - Python