Jake Norton

VulnBench: A Comprehensive Benchmark for Transformer-Based Vulnerability Detection

Reproducible benchmarking of tools that automatically detect vulnerabilities in source code remains challenging due to inconsistent implementations, varying data preprocessing, and methodological flaws that compromise fair model comparison. In a recent study, 9 in 10 vulnerability detection studies