大模型对齐与安全

Improving LLM Outputs Against Jailbreak Attacks with Expert Model Integration

Tatia Tsmindashvili, Ana Kolkhidashvili, Dachi Kurtskhalia, Nino Maghlakelidze, Elene Mekvabishvili, Guram Dentoshvili, Orkhan Shamilov, Zaal Gachechiladze, Steven Saporta, David Dachi Choladze

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

Journal ref IEEE Access, vol. 13, pp. 134976-134988, Jul. 2025

Multi-Turn Jailbreaks Are Simpler Than They Seem

Xiaoxue Yang, Jaeha Lee, Anna-Katharina Dick, Jasper Timm, Fei Xie, Diogo Cruz

机构 * Imperial College London（伦敦帝国学院） ； California Institute of Technology（加州理工学院） 纠错

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

Comments 25 pages, 15 figures. Accepted at COLM 2025 SoLaR Workshop

Many-Turn Jailbreaking

Xianjun Yang, Liqiang Xiao, Shiyang Li, Faisal Ladhak, Hyokun Yun, Linda Ruth Petzold, Yi Xu, William Yang Wang

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

A Real-Time, Self-Tuning Moderator Framework for Adversarial Prompt Detection

Ivan Zhang

机构 * CMU（卡内基梅隆大学） 纠错

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

Comments 10 pages, 1 figure