ContraFix uses contrastive runtime analysis plus a dual-track skill base to reach 92% resolution on SEC-Bench and 73.8% on PatchEval while improving semantic correctness of patches.
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ContraFix: Skill-Enhanced Contrastive Runtime Analysis for Vulnerability Repair
ContraFix uses contrastive runtime analysis plus a dual-track skill base to reach 92% resolution on SEC-Bench and 73.8% on PatchEval while improving semantic correctness of patches.