Mark My Words: Analyzing and Evaluating Language Model Watermarks

1 December 2023

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

33 / 33 papers shown

Title
Optimized Couplings for Watermarking Large Language Models Dor Tsur Carol Xuan Long C. M. Verdun Hsiang Hsu H. Permuter Flavio du Pin Calmon WaLM 35 0 0 13 May 2025
Toward Breaking Watermarks in Distortion-free Large Language Models Shayleen Reynolds Saheed O. Obitayo Niccolò Dalmasso Dung Daniel Ngo Vamsi K. Potluru Manuela Veloso AAML 48 0 0 25 Feb 2025
A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models Yinpeng Cai Lexin Li Linjun Zhang 145 0 0 05 Jan 2025
WaterPark: A Robustness Assessment of Language Model Watermarking Jiacheng Liang Zian Wang Lauren Hong Shouling Ji Ting Wang AAML 98 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 44 1 0 17 Nov 2024
Provably Robust Watermarks for Open-Source Language Models Miranda Christ Sam Gunn Tal Malkin Mariana Raykova WaLM 45 2 0 24 Oct 2024
De-mark: Watermark Removal in Large Language Models Ruibo Chen Yihan Wu Junfeng Guo Heng Huang WaLM VLM 27 0 0 17 Oct 2024
Ward: Provable RAG Dataset Inference via LLM Watermarks Nikola Jovanović Robin Staab Maximilian Baader Martin Vechev 145 1 0 04 Oct 2024
Discovering Clues of Spoofed LM Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 38 2 0 03 Oct 2024
Optimizing Adaptive Attacks against Content Watermarks for Language Models Abdulrahman Diaa Toluwani Aremu Nils Lukas AAML 38 2 0 03 Oct 2024
Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration Kangxi Wu Liang Pang Huawei Shen Xueqi Cheng TDI 32 0 0 02 Oct 2024
PersonaMark: Personalized LLM watermarking for model protection and user attribution Yuehan Zhang Peizhuo Lv Yinpeng Liu Yongqiang Ma Wei Lu Xiaofeng Wang Xiaozhong Liu Jiawei Liu WaLM 33 1 0 15 Sep 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 65 2 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 50 1 0 05 Jul 2024
Watermarking Language Models with Error Correcting Codes Patrick Chao Yan Sun Edgar Dobriban Hamed Hassani WaLM 38 3 0 12 Jun 2024
Black-Box Detection of Language Model Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 41 5 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 49 27 0 16 May 2024
Bypassing LLM Watermarks with Color-Aware Substitutions Qilong Wu Varun Chandrasekaran 24 14 0 19 Mar 2024
Duwak: Dual Watermarks in Large Language Models Chaoyi Zhu Jeroen Galjaard Pin-Yu Chen Lydia Y. Chen AAML WaLM 27 5 0 12 Mar 2024
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off Eva Giboulot Furon Teddy WaLM 37 12 0 06 Mar 2024
Watermark Stealing in Large Language Models Nikola Jovanović Robin Staab Martin Vechev WaLM AAML 38 30 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 33 15 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 44 11 0 25 Feb 2024
Watermarking Makes Language Models Radioactive Tom Sander Pierre Fernandez Alain Durmus Matthijs Douze Teddy Furon WaLM 41 11 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 80 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 A. Wagner AAML SyDa 77 52 0 29 Dec 2023
Optimizing watermarks for large language models Bram Wouters WaLM 26 3 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 36 11 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 43 51 0 13 Dec 2023
Publicly-Detectable Watermarking for Language Models Jaiden Fairoze Sanjam Garg Somesh Jha Saeed Mahloujifar Mohammad Mahmoody Mingyuan Wang WaLM 139 45 0 27 Oct 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Yang Wang Wei Cheng DeLMO 37 51 0 24 Oct 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 224 572 0 03 May 2023
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 259 1,896 0 10 Jan 2017