Jailbreaking Large Language Models Through Content Concretization
Authors: Johan Wahréus, Ahmed Hussain, Panos Papadimitratos | Published: 2025-09-16
モデル評価
Jailbreak Distillation: Renewable Safety Benchmarking
Authors: Jingyu Zhang, Ahmed Elgohary, Xiawei Wang, A S M Iftekhar, Ahmed Magooda, Benjamin Van Durme, Daniel Khashabi, Kyle Jackson | Published: 2025-05-28
Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling
Authors: Yichuan Cao, Yibo Miao, Xiao-Shan Gao, Yinpeng Dong | Published: 2025-05-27
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models
Authors: Zi Liang, Haibo Hu, Qingqing Ye, Yaxin Xiao, Haoyang Li | Published: 2024-08-05 | Updated: 2025-02-12
DefAn: Definitive Answer Dataset for LLMs Hallucination Evaluation
Authors: A B M Ashikur Rahman, Saeed Anwar, Muhammad Usman, Ajmal Mian | Published: 2024-06-13
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
Authors: Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu | Published: 2024-01-20 | Updated: 2024-03-22
Language Model Inversion
Authors: John X. Morris, Wenting Zhao, Justin T. Chiu, Vitaly Shmatikov, Alexander M. Rush | Published: 2023-11-22
Text Embeddings Reveal (Almost) As Much As Text
Authors: John X. Morris, Volodymyr Kuleshov, Vitaly Shmatikov, Alexander M. Rush | Published: 2023-10-10
The Reversal Curse: LLMs trained on “A is B” fail to learn “B is A”
Authors: Lukas Berglund, Meg Tong, Max Kaufmann, Mikita Balesni, Asa Cooper Stickland, Tomasz Korbak, Owain Evans | Published: 2023-09-21 | Updated: 2024-05-26
Fast Yet Effective Machine Unlearning
Authors: Ayush K Tarun, Vikram S Chundawat, Murari Mandal, Mohan Kankanhalli | Published: 2021-11-17 | Updated: 2023-05-31