大模型对齐与安全

Turning the Spell Around: Lightweight Alignment Amplification via Rank-One Safety Injection

Harethah Abu Shairah, Hasan Abed Al Kader Hammoud, George Turkiyyah, Bernard Ghanem

机构 * King Abdullah University of Science and Technology (KAUST)（卡布尔大学科学与技术学院） 纠错

专题命中 安全训练 ：alignment(title,abstract)；safety(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Under Review

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features

Victor Toscano-Duran, Sara Narteni, Alberto Carlevaro, Jérôme Guzzi Rocio Gonzalez-Diaz, Maurizio Mongelli

机构 * Department of Applied Mathematics I, University of Seville（应用数学系，塞维利亚大学） ； CNR-IEIIT Genoa, Italy（意大利热那亚CNR-IEIIT） ； SUPSI, IDSIA Lugano, Switzerland（瑞士卢加诺SUPSI，IDSIA） 纠错

专题命中 安全训练 ：safety(title,abstract)；分类 cs.AI

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement

Yuanzhe Shen, Zisu Huang, Zhengkang Guo, Yide Liu, Guanxu Chen, Ruicheng Yin, Xiaoqing Zheng, Xuanjing Huang

专题命中 安全训练 ：safety(abstract)；jailbreak(abstract)；分类 cs.AI

Comments 17 pages, 9 figures

CoCoTen: Detecting Adversarial Inputs to Large Language Models through Latent Space Features of Contextual Co-occurrence Tensors

Sri Durga Sai Sowmya Kadali, Evangelos E. Papalexakis

机构 * University of California, Riverside（加州大学河滨分校） 纠错

专题命中 安全训练 ：jailbreak(abstract)；分类 cs.CL