AI 大模型

大模型对齐与安全

大模型对齐、安全、越狱、红队、提示注入和可信评测。

2025-09-23 至 2025-09-23 共收录 5 篇信号源：cs.CL, cs.AI, cs.CY, cs.LG

1. 安全训练 5 篇

2509.16457 2025-09-23 cs.CL cs.AI cs.CY 85%

Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations

Yunzhe Wang, Gale M. Lucas, Burcin Becerik-Gerber, Volkan Ustun

机构 * University of Southern California（南加州大学）； USC Institute for Creative Technologies（USC创意技术研究所）

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

Comments Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), Main Conference

2506.09996 2025-09-23 cs.CL cs.CY 82%

From Judgment to Interference: Early Stopping LLM Harmful Outputs via Streaming Content Monitoring

Yang Li, Qiang Sheng, Yehan Yang, Xueyao Zhang, Juan Cao

机构 * Yang Li Media Synthesis and Forensics Lab, Institute of Computing Technology, Chinese Academy of Sciences University of Chinese Academy of Sciences（中国科学院计算技术研究所、中国科学院自动化研究所、中国科学院大学）； Qiang Sheng Media Synthesis and Forensics Lab, Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所、中国科学院自动化研究所）； Yehan Yang Media Synthesis and Forensics Lab, Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所、中国科学院自动化研究所）； Xueyao Zhang The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳））； Juan Cao Media Synthesis and Forensics Lab, Institute of Computing Technology, Chinese Academy of Sciences University of Chinese Academy of Sciences（中国科学院计算技术研究所、中国科学院自动化研究所、中国科学院大学）

专题命中安全训练：alignment(abstract)；DPO(abstract)；safety(abstract)；harmlessness(abstract)

Comments NeurIPS 2025 Accepted Paper

2509.16861 2025-09-23 cs.CR cs.AI cs.SE 79%

AdaptiveGuard: Towards Adaptive Runtime Safety for LLM-Powered Software

Rui Yang, Michael Fu, Chakkrit Tantithamthavorn, Chetan Arora, Gunel Gulmammadova, Joey Chua

机构 * Monash University（墨尔本大学）； The University of Melbourne（墨尔本大学）； Transurban

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

Comments Accepted to the ASE 2025 International Conference on Automated Software Engineering, Industry Showcase Track

2509.16490 2025-09-23 cs.LG 57%

Revisiting Broken Windows Theory

Ziyao Cui, Erick Jiang, Nicholas Sortisio, Haiyan Wang, Eric Chen, Cynthia Rudin

专题命中安全训练：safety(abstract)；分类 cs.LG

2508.17448 2025-09-23 cs.LG 57%

Rectified Robust Policy Optimization for Model-Uncertain Constrained Reinforcement Learning without Strong Duality

Shaocong Ma, Ziyi Chen, Yi Zhou, Heng Huang

专题命中安全训练：safety(abstract)；分类 cs.LG