AI RESEARCH
VulnAgent-X: A Layered Agentic Framework for Repository-Level Vulnerability Detection
arXiv CS.AI
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ArXi:2603.13384v1 Announce Type: cross Software vulnerability detection is critical in software en- gineering as security flaws arise from complex interactions across code structure, repository context, and runtime conditions. Existing meth- ods are limited by local code views, one-shot prediction, and insuffi- cient validation, reducing reliability in realistic repository-level settings.