A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models
Authors: Yinpeng Cai, Lexin Li, Linjun Zhang | Published: 2025-01-05
透かし評価
Combining Machine Learning Defenses without Conflicts
Authors: Vasisht Duddu, Rui Zhang, N. Asokan | Published: 2024-11-14 | Updated: 2025-08-14
Private Counterfactual Retrieval
Authors: Mohamed Nomeir, Pasan Dissanayake, Shreya Meel, Sanghamitra Dutta, Sennur Ulukus | Published: 2024-10-17 | Updated: 2025-07-24
FreqMark: Frequency-Based Watermark for Sentence-Level Detection of LLM-Generated Text
Authors: Zhenyu Xu, Kun Zhang, Victor S. Sheng | Published: 2024-10-09
Signal Watermark on Large Language Models
Authors: Zhenyu Xu, Victor S. Sheng | Published: 2024-10-09
Watermarking Decision Tree Ensembles
Authors: Stefano Calzavara, Lorenzo Cazzaro, Donald Gera, Salvatore Orlando | Published: 2024-10-06
A Watermark for Black-Box Language Models
Authors: Dara Bahri, John Wieting, Dana Alon, Donald Metzler | Published: 2024-10-02
Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking
Authors: Aakash Varma Nadimpalli, Ajita Rattani | Published: 2024-10-02
Multi-Designated Detector Watermarking for Language Models
Authors: Zhengan Huang, Gongxian Zeng, Xin Mu, Yu Wang, Yue Yu | Published: 2024-09-26 | Updated: 2024-10-01
Boosting Certified Robustness for Time Series Classification with Efficient Self-Ensemble
Authors: Chang Dong, Zhengyang Li, Liangwei Zheng, Weitong Chen, Wei Emma Zhang | Published: 2024-09-04 | Updated: 2024-09-19