LLM-SZZ: Novel Vulnerability-Inducing Commit Identification Driven by Large Language Model and CVE Description

Siqi Fan 0005, Xin Liu 0050, Yingli Zhang, Yuan Tan 0003, Luxing Yin, Zhaorun Chen, Song Li 0006, Lei Qiao, Rui Zhou 0005. LLM-SZZ: Novel Vulnerability-Inducing Commit Identification Driven by Large Language Model and CVE Description. In IEEE International Conference on Software Maintenance and Evolution, ICSME 2025, Auckland, New Zealand, September 7-12, 2025. pages 48-60, IEEE, 2025. [doi]

Abstract

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