P2Patch: Exploit-Guided Vulnerability Repair
P2Patch forces LLM vulnerability repairs to block new same-bug exploits found by an adversarial agent.
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Stories tagged #automated-program-repair
Adversarial Testing of Automated Program Repair Agents for Security Vulnerabilities
SWEADV benchmark shows adversarial issue descriptions make LLM program-repair agents write insecure fixes in 51.7% of cases, evading most detection tools.