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LLMVul-MFI: Improving the Ability of LLM to Detect Multi-Category Vulnerabilities Through Iterative Method with Few Samples

Yu Gu, Kaixuan Chen, Cheng Wang, Zhengpeng Zha. LLMVul-MFI: Improving the Ability of LLM to Detect Multi-Category Vulnerabilities Through Iterative Method with Few Samples. In De-Shuang Huang, Chuanlei Zhang, Wei Chen 0036, Bo Li 0002, Qinhu Zhang, Wenzheng Bao, Yijie Pan, Prashan Premaratne, editors, Advanced Intelligent Computing Technology and Applications - 22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22-26, 2026, Proceedings, Part XI. Volume 16652 of Lecture Notes in Computer Science, pages 519-530, Springer, 2026. [doi]

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