Cyber-JEV: Matched Contrastive Fine-Tuning of Language Models for Fast Source-Code Vulnerability Triage

Zhuyi Zhao, Shengjie Yuan, Shengyu Wang +4

Single-pass scoring models such as Jev give each code function a vulnerability probability, so that security teams can rank many functions for review without generating written exp…