大模型对齐与安全

SafeGRPO: Self-Rewarded Multimodal Safety Alignment via Rule-Governed Policy Optimization

Xuankun Rong, Wenke Huang, Tingfeng Wang, Daiguo Zhou, Bo Du, Mang Ye

机构 * School of Computer Science, Wuhan University（武汉大学计算机学院） ； MiLM Plus, Xiaomi Inc.（小米公司） 纠错

专题命中 安全训练 ：alignment(title,abstract)；safety(title,abstract)

SGuard-v1: Safety Guardrail for Large Language Models

JoonHo Lee, HyeonMin Cho, Jaewoong Yun, Hyunjae Lee, JunKyu Lee, Juree Seok

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

Comments Technical Report

Value-Aligned Prompt Moderation via Zero-Shot Agentic Rewriting for Safe Image Generation

Xin Zhao, Xiaojun Chen, Bingshan Liu, Zeyao Liu, Zhendong Zhao, Xiaoyan Gu

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

Unintended Misalignment from Agentic Fine-Tuning: Risks and Mitigation

Dongyoon Hahm, Taywon Min, Woogyeol Jin, Kimin Lee

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

Comments Accepted at AAAI 2026 AI Alignment Track, Source code: https://github.com/HahmDY/agentic-ft-safety

Fine-Tuned LLMs Know They Don't Know: A Parameter-Efficient Approach to Recovering Honesty

Zeyu Shi, Ziming Wang, Tianyu Chen, Shiqi Gao, Haoyi Zhou, Qingyun Sun, Jianxin Li

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

Comments Accepted by AAAI 2026 Main Track

Good-for-MDP State Reduction for Stochastic LTL Planning

Christoph Weinhuber, Giuseppe De Giacomo, Yong Li, Sven Schewe, Qiyi Tang

专题命中 安全训练 ：safety(abstract)；分类 cs.AI

Comments 16 pages including appendices, accepted to AAAI 2026; fixed some typoes

Game-Theoretic Safe Multi-Agent Motion Planning with Reachability Analysis for Dynamic and Uncertain Environments (Extended Version)

Wenbin Mai, Minghui Liwang, Xinlei Yi, Xiaoyu Xia, Seyyedali Hosseinalipour, Xianbin Wang

机构 * Department of Electrical and Computer Engineering, National University of Singapore（国立新加坡大学电气与计算机工程系） ； Department of Control Science and Engineering, Shanghai Institute of Intelligent Science and Technology（上海智能科学与技术研究院控制科学与工程系） 纠错

专题命中 安全训练 ：safety(abstract)

Comments 12 pages, 9 figures