How GitHub's Copilot Secret Scanning Uses AI to Detect Passwords in Code
By
Ashwin Mohan
Front-window bakery material. Catches the eye, delivers the goods.
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 pulledCopilot 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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