SV‑TrustEval‑C is the first reasoning‑based benchmark designed to rigorously evaluate Large Language Models (LLMs) on both structure (control/data flow) and semantic reasoning for vulnerability analysis in C source code. Unlike existing benchmarks that focus solely on pattern recognition, SV‑TrustEval‑C measures logical consistency, adaptability to code transformations, and real‑world security reasoning across six core tasks.
Our… See the full description on the dataset page: https://huggingface.co/datasets/LLMs4CodeSecurity/SV-TrustEval-C-1.0.
