A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy
Authors: Huandong Wang, Wenjie Fu, Yingzhou Tang, Zhilong Chen, Yuxi Huang, Jinghua Piao, Chen Gao, Fengli Xu, Tao Jiang, Yong Li | Published: 2025-01-16
大規模言語モデル
Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
Authors: Sagiv Antebi, Edan Habler, Asaf Shabtai, Yuval Elovici | Published: 2025-01-14
Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards
Authors: Yangsibo Huang, Milad Nasr, Anastasios Angelopoulos, Nicholas Carlini, Wei-Lin Chiang, Christopher A. Choquette-Choo, Daphne Ippolito, Matthew Jagielski, Katherine Lee, Ken Ziyu Liu, Ion Stoica, Florian Tramer, Chiyuan Zhang | Published: 2025-01-13
SATA: A Paradigm for LLM Jailbreak via Simple Assistive Task Linkage
Authors: Xiaoning Dong, Wenbo Hu, Wei Xu, Tianxing He | Published: 2024-12-19 | Updated: 2025-03-21
“Moralized” Multi-Step Jailbreak Prompts: Black-Box Testing of Guardrails in Large Language Models for Verbal Attacks
Authors: Libo Wang | Published: 2024-11-23 | Updated: 2025-03-20
Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles
Authors: Zhilong Wang, Haizhou Wang, Nanqing Luo, Lan Zhang, Xiaoyan Sun, Yebo Cao, Peng Liu | Published: 2024-08-20 | Updated: 2025-02-07
S-Eval: Towards Automated and Comprehensive Safety Evaluation for Large Language Models
Authors: Xiaohan Yuan, Jinfeng Li, Dongxia Wang, Yuefeng Chen, Xiaofeng Mao, Longtao Huang, Jialuo Chen, Hui Xue, Xiaoxia Liu, Wenhai Wang, Kui Ren, Jingyi Wang | Published: 2024-05-23 | Updated: 2025-04-07
Watermark Stealing in Large Language Models
Authors: Nikola Jovanović, Robin Staab, Martin Vechev | Published: 2024-02-29 | Updated: 2024-06-24
Measuring Implicit Bias in Explicitly Unbiased Large Language Models
Authors: Xuechunzi Bai, Angelina Wang, Ilia Sucholutsky, Thomas L. Griffiths | Published: 2024-02-06 | Updated: 2024-05-23
Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models
Authors: Jiang Zhang, Qiong Wu, Yiming Xu, Cheng Cao, Zheng Du, Konstantinos Psounis | Published: 2023-12-13