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。

2025-09-17 至 2025-09-17 共收录 5 篇信号源：cs.CL, cs.AI, cs.CY, cs.LG

1. 偏好对齐 5 篇

2509.12750 2025-09-17 cs.CV 71%

What Makes a Good Generated Image? Investigating Human and Multimodal LLM Image Preference Alignment

Rishab Parthasarathy, Jasmine Collins, Cory Stephenson

专题命中偏好对齐：alignment(title)

Comments 7 pages, 9 figures, 3 tables; appendix 16 pages, 9 figures, 6 tables

2509.10105 2025-09-17 cs.CV cs.CL 70%

VARCO-VISION-2.0 Technical Report

Young-rok Cha, Jeongho Ju, SunYoung Park, Jong-Hyeon Lee, Younghyun Yu, Youngjune Kim

机构 * NC AI

专题命中偏好对齐：alignment(abstract)；safety(abstract)；分类 cs.CL

Comments 19 pages, 1 figure, 14 tables. Technical report for VARCO-VISION-2.0, a Korean-English bilingual VLM in 14B and 1.7B variants. Key features: multi-image understanding, OCR with text localization, improved Korean capabilities

2509.12521 2025-09-17 cs.LG 57%

Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time

Yifan Lan, Yuanpu Cao, Weitong Zhang, Lu Lin, Jinghui Chen

机构 * The Pennsylvania State University（宾夕法尼亚州立大学）； The University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校）

专题命中偏好对齐：safety(abstract)；分类 cs.LG

2509.12870 2025-09-17 eess.SP 50%

Towards personalized, precise and survey-free environment recognition: AI-enhanced sensor fusion without pre-deployment

Ruichen Wang, Zhikang Ni, Pengzhou Wang, Xiya Cao, Zhi Li, Bao Zhang

专题命中偏好对齐：RLHF(abstract)

Comments 5 pages, 7 figures, conference

2508.17711 2025-09-17 cs.SI 50%

Enhancing LLM-Based Social Bot via an Adversarial Learning Framework

Fanqi Kong, Xiaoyuan Zhang, Xinyu Chen, Yaodong Yang, Song-Chun Zhu, Xue Feng

专题命中偏好对齐：DPO(abstract)