Duc Manh Tran
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2026
PoCEvolve: Generating Proof-of-Concept Exploits from Security Patches with Vulnerability-Aware Prompt Evolution
This paper introduces PoCEvolve, a framework that generates proof-of-concept exploits directly from vulnerability-fixing commits.
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