A Robust Semantics-based Watermark for Large Language Model against Paraphrasing
Authors: Jie Ren, Han Xu, Yiding Liu, Yingqian Cui, Shuaiqiang Wang, Dawei Yin, Jiliang Tang | Published: 2023-11-15 | Updated: 2024-04-01
ロバスト性評価
Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
Authors: Sam Toyer, Olivia Watkins, Ethan Adrian Mendes, Justin Svegliato, Luke Bailey, Tiffany Wang, Isaac Ong, Karim Elmaaroufi, Pieter Abbeel, Trevor Darrell, Alan Ritter, Stuart Russell | Published: 2023-11-02
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via $f$-Differential Privacy
Authors: Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie J. Su | Published: 2023-10-30 | Updated: 2023-11-01
Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective
Authors: Yifei Wang, Liangchen Li, Jiansheng Yang, Zhouchen Lin, Yisen Wang | Published: 2023-10-30
Discretization-based ensemble model for robust learning in IoT
Authors: Anahita Namvar, Chandra Thapa, Salil S. Kanhere | Published: 2023-07-18
On the Robustness of Epoch-Greedy in Multi-Agent Contextual Bandit Mechanisms
Authors: Yinglun Xu, Bhuvesh Kumar, Jacob Abernethy | Published: 2023-07-15
Unifying Gradients to Improve Real-world Robustness for Deep Networks
Authors: Yingwen Wu, Sizhe Chen, Kun Fang, Xiaolin Huang | Published: 2022-08-12 | Updated: 2023-08-24
Robust Machine Learning for Malware Detection over Time
Authors: Daniele Angioni, Luca Demetrio, Maura Pintor, Battista Biggio | Published: 2022-08-09
Federated Adversarial Learning: A Framework with Convergence Analysis
Authors: Xiaoxiao Li, Zhao Song, Jiaming Yang | Published: 2022-08-07
Lethal Dose Conjecture on Data Poisoning
Authors: Wenxiao Wang, Alexander Levine, Soheil Feizi | Published: 2022-08-05 | Updated: 2022-10-18