大模型对齐与安全

TombRaider: Entering the Vault of History to Jailbreak Large Language Models

Junchen Ding, Jiahao Zhang, Yi Liu, Ziqi Ding, Gelei Deng, Yuekang Li

机构 * UNSW（新南威尔士大学） ； NTU（国立大学） 纠错

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

Comments Main Conference of EMNLP

Defending against Jailbreak through Early Exit Generation of Large Language Models

Chongwen Zhao, Zhihao Dou, Kaizhu Huang

机构 * Duke Kunshan University（杜克昆山大学） 纠错

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

Comments ICONIP 2025

Optimization-based Prompt Injection Attack to LLM-as-a-Judge

Jiawen Shi, Zenghui Yuan, Yinuo Liu, Yue Huang, Pan Zhou, Lichao Sun, Neil Zhenqiang Gong

机构 * Huazhong University of Science and Technology（华中科技大学） ； University of Notre Dame（圣母大学） ； Lehigh University（莱文森大学） ； Duke University（杜克大学） 纠错

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

Comments To appear in the Proceedings of The ACM Conference on Computer and Communications Security (CCS), 2024

Head-Specific Intervention Can Induce Misaligned AI Coordination in Large Language Models

Paul Darm, Annalisa Riccardi

机构 * University of Strathclyde（斯特拉思克莱德大学） 纠错

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

Comments Published at Transaction of Machine Learning Research 08/2025, Large Language Models (LLMs), Interference-time activation shifting, Steerability, Explainability, AI alignment, Interpretability

Prompt Injection Attack to Tool Selection in LLM Agents

Jiawen Shi, Zenghui Yuan, Guiyao Tie, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun

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

Mitigating Jailbreaks with Intent-Aware LLMs

Wei Jie Yeo, Ranjan Satapathy, Erik Cambria

机构 * Nanyang Technological University（南洋理工大学） ； Institute of High Performance Computing（高性能计算研究所） ； Agency for Science, Technology and Research（科技研究局） 纠错

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

L-XAIDS: A LIME-based eXplainable AI framework for Intrusion Detection Systems

Aoun E Muhammad, Kin-Choong Yow, Nebojsa Bacanin-Dzakula, Muhammad Attique Khan

专题命中 越狱攻击 ：safety(abstract)；分类 cs.AI

Comments This is the authors accepted manuscript of an article accepted for publication in Cluster Computing. The final published version is available at: 10.1007/s10586-025-05326-9