CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability 事件

PRODUCT_LAUNCH2026-06-01影响: MEDIUM

CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability arXiv:2602.03012v3 Announce Type: replace-cross Abstract: 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 However, existing works rely on costly, unscalable manual reproduction and suffer from outdated data distributions.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 framework to achieve expert-level quality in automatically t