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Takahiro Matsumoto

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#artificial intelligence Preprint Sep 2026

Vulnerability Localization Benchmark: Measuring Agentic Security Analysis at Repository Scale

VLoc Benchmark results establish vulnerability localization as a distinct repository-scale capability and provide a setting for studying both how security agents search for vulnerable code and when they should refrain from reporting it.

Aman Priyanshu, Supriti Vijay, Kimia Majd et al. · 0 citations

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