Co-evolving code attackers and defenders improves executable vulnerability detection

Peer-relative training produced stronger code reviewers and repository agents by rewarding only patches and exploits verified through execution.

Big Tech
Khushbu Pahwa · Yubin Ge · Daniele Bonadiman · Xiaofei Ma · Yi Zhang

AWS AI

Research Digest··3 min read
Pahwa et al.

The authors built a training game around real repositories instrumented with known vulnerability classes.

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Research Digest

Written by Alwyn Sage, research editor. Plate by Ollie Flash, picture desk.

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