2026
CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability
ICML 2026oral
Evaluating and improving the security capabilities of code agents requires high-quality, executable vulnerability tasks. However, existing works rely on costly, unscalable manual reproduction and suffer from outdated data distributions. To address these, we present CVE-Factory, the first multi-agent…