Digital Watermarking for Generative AI

SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models

Authors: Amirhossein Dabiriaghdam, Lele Wang | Published: 2025-02-05 | Updated: 2025-09-11
Robustness Analysis
Digital Watermarking for Generative AI
Watermark Design

Secret Collusion among Generative AI Agents: Multi-Agent Deception via Steganography

Authors: Sumeet Ramesh Motwani, Mikhail Baranchuk, Martin Strohmeier, Vijay Bolina, Philip H. S. Torr, Lewis Hammond, Christian Schroeder de Witt | Published: 2024-02-12 | Updated: 2025-04-14
Privacy Enhancing Technology
Prompt leaking
Digital Watermarking for Generative AI

Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis

Authors: Li Du, Yequan Wang, Xingrun Xing, Yiqun Ya, Xiang Li, Xin Jiang, Xuezhi Fang | Published: 2023-09-11
Detection of Hallucinations
Role of Artificial Intelligence
Digital Watermarking for Generative AI

Robust Distortion-free Watermarks for Language Models

Authors: Rohith Kuditipudi, John Thickstun, Tatsunori Hashimoto, Percy Liang | Published: 2023-07-28 | Updated: 2024-06-06
Text Perturbation Method
Digital Watermarking for Generative AI
Statistical Hypothesis Testing

Provable Robust Watermarking for AI-Generated Text

Authors: Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang | Published: 2023-06-30 | Updated: 2023-10-13
Text Perturbation Method
Digital Watermarking for Generative AI
Robustness of Watermarking Techniques

Undetectable Watermarks for Language Models

Authors: Miranda Christ, Sam Gunn, Or Zamir | Published: 2023-05-25
Prompt leaking
Digital Watermarking for Generative AI
Watermarking Technology