~/talk

GitHub Advanced Security and GitHub Copilot: Working together to make security

Talkat Microsoft Build 2024 · 2024-05-21..05-23· [security, ai-assisted-development]
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GitHub Advanced Security combines CodeQL, Dependabot and secret scanning with GitHub Copilot to detect and fix vulnerabilities right in pull requests: Copilot suggests a concrete patch for a flagged SQL injection so developers can accept or tweak it, and GHAS reports a 7X improvement in remediation rates versus industry norms. Secret scanning now uses Copilot to find loose passwords with far fewer false positives—secrets appear in 99.999% of orgs when scanning is enabled—and the features are in a beta pilot.

AI-written summary · about

  1. 0:00GitHub Advanced Security intro
  2. 1:34Security issues in PRs
  3. 4:45Secrets detection with AI
  4. 7:54AI cuts secret false positives
  5. 9:17Future of GitHub Advanced Security
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