From SFT to RL: Demystifying the Post-Training Pipeline for LLM-based Vulnerability Detection

Youpeng Li, Fuxun Yu, Xinda Wang

The integration of LLMs into vulnerability detection (VD) has shifted the field toward more interpretable and context-aware analysis. While post-training techniques have shown prom…