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How GitHub's Copilot Secret Scanning Uses AI to Detect Passwords in Code

By

Ashwin Mohan

1y ago· 9 min readenNews

Summary

The article details the development and functionality of GitHub's Copilot secret scanning feature, which uses AI to detect generic passwords in codebases. It explains the challenges faced during development, the testing framework, and the importance of precision for security teams.

Key quotes

· 3 pulled
Copilot secret scanning is a feature of GitHub Secret Protection, which protects millions of repositories on GitHub by detecting hundreds of pattern types through our partner program.
The precision of these detections is paramount for security teams.
Passwords are notoriously difficult to detect with conventional programming approaches. AI can help us find passwords better because it understands context.
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Passwords are notoriously difficult to detect with conventional programming approaches. AI can help us find passwords better because it understands context.

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