北京大学校徽SEKE研究组
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VulInstruct: Teaching LLMs Root-Cause Reasoning for Vulnerability Detection via Security Specifications

Hao Zhu, Jia Li, Cuiyun Gao, Jiaru Qian, Yihong Dong, Huanyu Liu, Lecheng Wang, Ziliang Wang, Xiaolong Hu, Ge Li

[FSE 2026] Proceedings of the ACM International Conference on the Foundations of Software Engineering (FSE 2026), Montreal, Canada.

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