VulValidate: Auditing Function-Level Vulnerability Labels with Executable Evidence
Reliable learning-based vulnerability detection requires high-quality labels, yet datasets built from vulnerability-fixing commits may label functions as vulnerable simply because they were changed by a security patch. We present VulValidate, a framework that uses LLM agents to coordinate dynamic analysis tools and con...
Lei-Zhen Zhang, Sheng Chen
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