大模型对齐与安全

Speak Easy: Eliciting Harmful Jailbreaks from LLMs with Simple Interactions

Yik Siu Chan, Narutatsu Ri, Yuxin Xiao, Marzyeh Ghassemi

机构 * Brown University（布朗大学） ； Columbia University（哥伦比亚大学） ； Massachusetts Institute of Technology（麻省理工学院） 纠错

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

Comments ICML 2025

Defense Against Prompt Injection Attack by Leveraging Attack Techniques

Yulin Chen, Haoran Li, Zihao Zheng, Yangqiu Song, Dekai Wu, Bryan Hooi

专题命中 越狱攻击 ：prompt injection(title,abstract)

Comments ACL 2025 Main

PUZZLED: Jailbreaking LLMs through Word-Based Puzzles

Yelim Ahn, Jaejin Lee

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

Comments 15 pages

Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks

Jiawei Wang, Yushen Zuo, Yuanjun Chai, Zhendong Liu, Yicheng Fu, Yichun Feng, Kin-Man Lam

机构 * University of Science and Technology of China（中国科学技术大学） ； The Hong Kong Polytechnic University（香港理工大学） ； University of Washington（华盛顿大学） ； Nanjing University（南京大学） ； Stanford University（斯坦福大学） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

专题命中 越狱攻击 ：safety(abstract)；jailbreak(abstract)

Comments ICCV 2025

Transportation Cyber Incident Awareness through Generative AI-Based Incident Analysis and Retrieval-Augmented Question-Answering Systems

Ostonya Thomas, Muhaimin Bin Munir, Jean-Michel Tine, Mizanur Rahman, Yuchen Cai, Khandakar Ashrafi Akbar, Md Nahiyan Uddin, Latifur Khan, Trayce Hockstad, Mashrur Chowdhury

专题命中 越狱攻击 ：safety(abstract)

Comments This paper has been submitted to the Transportation Research Board (TRB) for consideration for presentation at the 2026 Annual Meeting