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Mark My Words: Analyzing and Evaluating Language Model Watermarks

1 December 2023

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Papers citing "Mark My Words: Analyzing and Evaluating Language Model Watermarks"

34 / 34 papers shown

Title
HeavyWater and SimplexWater: Watermarking Low-Entropy Text Distributions Dor Tsur Carol Xuan Long C. M. Verdun Hsiang Hsu Chen Haim Permuter Sajani Vithana Flavio du Pin Calmon WaLM 34 0 0 06 Jun 2025
StealthInk: A Multi-bit and Stealthy Watermark for Large Language Models Ya Jiang Chuxiong Wu Massieh Kordi Boroujeny Brian L. Mark Kai Zeng WaLM 49 0 0 05 Jun 2025
Optimized Couplings for Watermarking Large Language Models Dor Tsur Carol Xuan Long C. M. Verdun Hsiang Hsu Haim Permuter Flavio du Pin Calmon WaLM 107 1 0 13 May 2025
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 328 389 0 20 Jan 2025
A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models Yinpeng Cai Lexin Li Linjun Zhang 482 1 0 05 Jan 2025
Watermark under Fire: A Robustness Evaluation of LLM Watermarking Jiacheng Liang Zian Wang Lauren Hong Shouling Ji Ting Wang AAML 235 0 0 20 Nov 2024
Debiasing Watermarks for Large Language Models via Maximal Coupling Yangxinyu Xie Xiang Li Tanwi Mallick Weijie J. Su Ruixun Zhang WaLM 141 3 0 17 Nov 2024
Provably Robust Watermarks for Open-Source Language Models Miranda Christ Sam Gunn Tal Malkin Mariana Raykova WaLM 74 5 0 24 Oct 2024
De-mark: Watermark Removal in Large Language Models Ruibo Chen Yihan Wu Junfeng Guo Heng Huang WaLM VLM 80 1 0 17 Oct 2024
Ward: Provable RAG Dataset Inference via LLM Watermarks Nikola Jovanović Robin Staab Maximilian Baader Martin Vechev 470 5 0 04 Oct 2024
Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration Kangxi Wu Liang Pang Huawei Shen Xueqi Cheng TDI 77 2 0 02 Oct 2024
PersonaMark: Personalized LLM watermarking for model protection and user attribution Yuehan Zhang Peizhuo Lv Yinpeng Liu Yongqiang Ma Wei Lu Wenyuan Xu Xiaozhong Liu Jiawei Liu WaLM 89 1 0 15 Sep 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 145 3 0 19 Jul 2024
On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks Zesen Liu Tianshuo Cong Xinlei He Qi Li AAML WaLM 126 1 0 05 Jul 2024
Watermarking Language Models with Error Correcting Codes Patrick Chao Yan Sun Edgar Dobriban Hamed Hassani WaLM 196 4 0 12 Jun 2024
Black-Box Detection of Language Model Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 80 7 0 28 May 2024
MarkLLM: An Open-Source Toolkit for LLM Watermarking Leyi Pan Aiwei Liu Zhiwei He Zitian Gao Xuandong Zhao ... Shuliang Liu Xuming Hu Lijie Wen Irwin King Philip S. Yu 152 37 0 16 May 2024
Bypassing LLM Watermarks with Color-Aware Substitutions Qilong Wu Varun Chandrasekaran 84 18 0 19 Mar 2024
Duwak: Dual Watermarks in Large Language Models Chaoyi Zhu Jeroen Galjaard Pin-Yu Chen Lydia Y. Chen AAML WaLM 70 9 0 12 Mar 2024
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off Eva Giboulot Furon Teddy WaLM 79 24 0 06 Mar 2024
Watermark Stealing in Large Language Models Nikola Jovanović Robin Staab Martin Vechev WaLM AAML 98 42 0 29 Feb 2024
Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models Mingjia Huo Sai Ashish Somayajula Youwei Liang Ruisi Zhang F. Koushanfar Pengtao Xie WaLM 136 20 0 28 Feb 2024
No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices Qi Pang Shengyuan Hu Wenting Zheng Virginia Smith WaLM 142 15 0 25 Feb 2024
Watermarking Makes Language Models Radioactive Tom Sander Pierre Fernandez Alain Durmus Matthijs Douze Teddy Furon WaLM 84 20 0 22 Feb 2024
Provably Robust Multi-bit Watermarking for AI-generated Text Wenjie Qu Dong Yin Zixin He Wei Zou Tianyang Tao Jinyuan Jia Jiaheng Zhang Jinyuan Jia Jiaheng Zhang WaLM 259 2 0 30 Jan 2024
Jatmo: Prompt Injection Defense by Task-Specific Finetuning Julien Piet Maha Alrashed Chawin Sitawarin Sizhe Chen Zeming Wei Elizabeth Sun Basel Alomair David Wagner AAML SyDa 171 59 0 29 Dec 2023
Optimizing watermarks for large language models Bram Wouters WaLM 101 8 0 28 Dec 2023
Towards Optimal Statistical Watermarking Baihe Huang Hanlin Zhu Banghua Zhu Kannan Ramchandran Michael I. Jordan Jason D. Lee Jiantao Jiao WaLM 107 14 0 13 Dec 2023
A Survey of Text Watermarking in the Era of Large Language Models Aiwei Liu Leyi Pan Yijian Lu Jingjing Li Xuming Hu Xi Zhang Lijie Wen Irwin King Hui Xiong Philip S. Yu WaLM 123 66 0 13 Dec 2023
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models Hanlin Zhang Benjamin L. Edelman Danilo Francati Daniele Venturi G. Ateniese Boaz Barak WaLM 283 64 0 07 Nov 2023
Publicly-Detectable Watermarking for Language Models Jaiden Fairoze Sanjam Garg Somesh Jha Saeed Mahloujifar Mohammad Mahmoody Mingyuan Wang WaLM 213 51 0 27 Oct 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 104 55 0 24 Oct 2023
Necessary and Sufficient Watermark for Large Language Models Yuki Takezawa Ryoma Sato Han Bao Kenta Niwa Makoto Yamada WaLM 139 8 0 02 Oct 2023
HowkGPT: Investigating the Detection of ChatGPT-generated University Student Homework through Context-Aware Perplexity Analysis Christoforos Vasilatos Manaar Alam Talal Rahwan Yasir Zaki Michail Maniatakos DeLMO 152 36 0 26 May 2023