Author

Andrew Gacek

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Preprint Aug 2026

VICBench: A Multi-Language Benchmark for Code Vulnerability Detection

VICBench enables robust evaluation of vulnerability detection approaches and shows that state-of-the-art algorithms V-SZZ and LLM4SZZ achieve only 33.3%-40.1% F1, confirming that using existing approaches still entails significant manual effort.

Jin Lu, Xuening Han, Yan Zhong et al. · 0 citations