Samuel Zhu
1 indexed paper
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126
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Crypto×1Software Eng.×1
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2026
Root-Cause-Driven Automated Vulnerability Repair
The paper introduces Kumushi, a root-cause-driven patching agent that significantly improves automated vulnerability repair by focusing LLMs on the true source of bugs, outperforming existing methods and matching commercial agents.
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Papers
cs.CRcs.SERecentMay 5, 2026
Root-Cause-Driven Automated Vulnerability Repair
Hulin Wang, Zion Leonahenahe Basque, Jie Hu, Ati Priya Bajaj +12 more
The paper introduces Kumushi, a root-cause-driven patching agent that significantly improves automated vulnerability repair by focusing LLMs on the true source of bugs, outperforming existing methods…
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