JPU : Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification
Xi Wang · Songlei Jian · Shasha Li · Xiaopeng Li · Zhaoye Li · Bin Ji · Baosheng Wang · Jie Yu
摘要
Despite extensive safety alignment, Large Language Models (LLMs) often fail against jailbreak attacks. While machine unlearning has emerged as a promising defense by erasing specific harmful parameters, current methods remain vulnerable to diverse jailbreaks. We first conduct an empirical study a...