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Daizong Liu · Xiaowen Cai · Junhao Dong · Zhongliang Guo · Xiaoye Qu · Runwei Guan · Xiang Fang · Dengpan Ye
Shuai Zhao · Xinyi Wu · Shiqian Zhao · Xiaobao Wu · Zhongliang Guo · Yanhao Jia · Anh Tuan Luu
Defending Large Language Models (LLMs) against backdoor attacks has long been trapped in a “cat-and-mouse” dilemma, where defenders passively react to ever-shifting attack strategies. To break this cycle, we posit that proactive immunization is inherently superior to reactive sanitization. In thi...