大模型对齐与安全

The Blessing and Curse of Dimensionality in Safety Alignment

Rachel S. Y. Teo, Laziz U. Abdullaev, Tan M. Nguyen

机构 * Department of Mathematics National University of Singapore（数学系新加坡国立大学） 纠错

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

Comments Published as a conference paper at COLM 2025

LoX: Low-Rank Extrapolation Robustifies LLM Safety Against Fine-tuning

Gabriel J. Perin, Runjin Chen, Xuxi Chen, Nina S. T. Hirata, Zhangyang Wang, Junyuan Hong

机构 * University of São Paulo（圣保罗大学） ； University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

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

Trivial Trojans: How Minimal MCP Servers Enable Cross-Tool Exfiltration of Sensitive Data

Nicola Croce, Tobin South

机构 * Pivotal Research（Pivotal研究机构） ； Stanford University（斯坦福大学） 纠错

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

Comments Abstract submitted to the Technical AI Governance Forum 2025 (https://www.techgov.ai/)

Securing the Internet of Medical Things (IoMT): Real-World Attack Taxonomy and Practical Security Measures

Suman Deb, Emil Lupu, Emm Mic Drakakis, Anil Anthony Bharath, Zhen Kit Leung, Guang Rui Ma, Anupam Chattopadhyay

专题命中 越狱攻击 ：safety(abstract)

Comments Submitted as a book chapter in 'Handbook of Industrial Internet of Things' to be published by Springer Nature