A new approach to software security has emerged, utilizing OWASP Dependency-Check to analyze project dependencies rather than just the codebase itself. This is crucial for AI/ML/Data Science teams because many projects rely on numerous third-party libraries, introducing potential vulnerabilities that aren't immediately apparent through standard code reviews. Integrating Dependency-Check into automated pipelines, particularly with SARIF format for GitHub integration, enables continuous monitoring and proactive vulnerability detection.
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