Joseph Bienhls
1 indexed paper
Recent (6 mo)
1With code
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126
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Software Eng.×1Crypto×1ML×1
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2026
Code-Centric Detection of Vulnerability-Fixing Commits: A Unified Benchmark and Empirical Study
The paper evaluates code language model-based detection of vulnerability-fixing commits (VFCs) using a unified benchmark and concludes that code changes alone are insufficient for accurate detection, highlighting the critical role of commit messages.
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Papers
cs.SEcs.CRcs.LGRecentMay 13, 2026
Code-Centric Detection of Vulnerability-Fixing Commits: A Unified Benchmark and Empirical Study
Nils Loose, Joseph Bienhüls, Kristoffer Hempel, Felix Mächtle +1 more
The paper evaluates code language model-based detection of vulnerability-fixing commits (VFCs) using a unified benchmark and concludes that code changes alone are insufficient for accurate detection,…
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