大模型对齐与安全

Safety Alignment Should Be Made More Than Just A Few Attention Heads

Chao Huang, Zefeng Zhang, Juewei Yue, Quangang Li, Chuang Zhang, Tingwen Liu

机构 * Institute of Information Engineering, Chinese Academy of Sciences（中国科学院信息工程研究所） ； School of Cyber Security, University of Chinese Academy of Sciences（中国科学院大学网络安全学院） 纠错

专题命中 越狱攻击 ：alignment(title,abstract)；safety(title,abstract)；jailbreak(abstract)；分类 cs.CL、cs.AI

Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience

Xi Wang, Songlei Jian, Shasha Li, Xiaopeng Li, Bin Ji, Jun Ma, Xiaodong Liu, Jing Wang, Feilong Bao, Jianfeng Zhang, Baosheng Wang, Jie Yu

机构 * National University of Defense and Technology（国防科技大学） ； Inner Mongolia University（内蒙古大学） 纠错

专题命中 越狱攻击 ：safety(abstract)；jailbreak(abstract)；分类 cs.AI

Comments 18 pages, EMNLP 2025 Main Conference

Tricking LLM-Based NPCs into Spilling Secrets

Kyohei Shiomi, Zhuotao Lian, Toru Nakanishi, Teruaki Kitasuka

机构 * Hiroshima University（广岛大学） 纠错

专题命中 越狱攻击 ：prompt injection(abstract)；分类 cs.AI