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Mahavir Dabas · Tran Huynh · Nikhil Billa · Jiachen (Tianhao) Wang · Peng Gao · Charith Peris · Yao Ma · Rahul Gupta · Ming Jin · Prateek Mittal · Ruoxi Jia
Jiacheng Liang · Yao Ma · Tharindu Kumarage · Satyapriya Krishna · Rahul Gupta · Kai-Wei Chang · Aram Galstyan · Charith Peris
Reinforcement Learning from Human Feedback (RLHF) is central to aligning Large Language Models (LLMs), yet it introduces a critical vulnerability: an imperfect Reward Model (RM) can become a single point of failure when it fails to penalize unsafe behaviors. While existing red-teaming approaches...