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https://arxiv .org/pdf/ 2603.06858

Patch Validation in Automated Vulnerability Repair · arXiv 2603.06858

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Root-Cause-Driven Automated Vulnerability Repair

cs.CR · 2026-05-05 · unverdicted · novelty 6.0

Kumushi improves automated vulnerability repair by focusing LLM edits on root causes via dynamic localization and ranking, yielding more genuine fixes than prior agents on 178 C/C++ vulnerabilities.

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  • Root-Cause-Driven Automated Vulnerability Repair cs.CR · 2026-05-05 · unverdicted · none · ref 59

    Kumushi improves automated vulnerability repair by focusing LLM edits on root causes via dynamic localization and ranking, yielding more genuine fixes than prior agents on 178 C/C++ vulnerabilities.