benchmark dataset 1large language models 1software security 1static analysis 1vulnerability detection 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CR2026
HoF-Bench: Rediscovering Real AI-Discovered CVEs Without Frontier Models
Petr Simecek, Elnaz Babayeva, Jiri Balhar +23
The paper presents HoF-Bench, a benchmark of 95 AI‑discovered CVEs from open‑source projects, and evaluates several LLM‑based vulnerability detectors, finding that only a minimal a…
cs.CR2026
Quality-Assured Fuzz Harness Generation via the Four Principles Framework
Ze Sheng, Dmitrijs Trizna, Luigino Camastra +3
Fuzz testing is the dominant technique for finding memory-safety vulnerabilities in C/C++ software, yet its effectiveness hinges on the quality of fuzz harnesses -- the programs th…