大模型对齐与安全

XBreaking: Understanding how LLMs security alignment can be broken

Marco Arazzi, Vignesh Kumar Kembu, Antonino Nocera, Vinod P

机构 * Department of Electrical, Computer ； Biomedical Engineering, University of Pavia, Italy\ . ； Department of Computer Applications,\ University of Science \& Technology, India\ . 纠错

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

Iterative Self-Tuning LLMs for Enhanced Jailbreaking Capabilities

Chung-En Sun, Xiaodong Liu, Weiwei Yang, Tsui-Wei Weng, Hao Cheng, Aidan San, Michel Galley, Jianfeng Gao

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

Comments Accepted to NAACL 2025 Main (Oral)

GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models

Haibo Jin, Ruoxi Chen, Peiyan Zhang, Andy Zhou, Haohan Wang

机构 * School of Information Sciences University of Illinois at Urbana-Champaign（信息科学学院伊利诺伊大学厄巴纳-香槟分校） ； Independent Researcher, Starc Institute（Starc研究所独立研究者） ； Computer Science and Engineering HKUST（HKUST计算机科学与工程学院） ； Computer Science Lapis Labs University of Illinois Urbana-Champaign（计算机科学Lapis Labs伊利诺伊大学厄巴纳-香槟分校） ； School of Information Sciences University of Illinois Urbana-Champaign（信息科学学院伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 越狱攻击 ：safety(abstract)；分类 cs.CL、cs.LG

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