VulValidate: Auditing Function-Level Vulnerability Labels with Executable Evidence

Leizhen Zhang, Sheng Chen

Reliable learning-based vulnerability detection requires high-quality labels, yet datasets built from vulnerability-fixing commits may label functions as vulnerable simply because…