Three Bricks to Consolidate Watermarks for Large Language Models

26 July 2023

Pierre Fernandez

Papers citing "Three Bricks to Consolidate Watermarks for Large Language Models"

37 / 37 papers shown

Title
Optimized Couplings for Watermarking Large Language Models Dor Tsur Carol Xuan Long C. M. Verdun Hsiang Hsu Haim Permuter Flavio du Pin Calmon WaLM 35 0 0 13 May 2025
Can you Finetune your Binoculars? Embedding Text Watermarks into the Weights of Large Language Models Fay Elhassan Niccolò Ajroldi Antonio Orvieto Jonas Geiping 178 0 0 08 Apr 2025
Detecting LLM-Generated Peer Reviews Vishisht Rao Aounon Kumar Himabindu Lakkaraju Nihar B. Shah DeLMO AAML 86 0 0 20 Mar 2025
Improving Your Model Ranking on Chatbot Arena by Vote Rigging Rui Min Tianyu Pang Chao Du Qian Liu Minhao Cheng Min Lin AAML 57 4 0 29 Jan 2025
WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents L. Pan Aiwei Liu Yijian Lu Zitian Gao Yichen Di S. Huang Lijie Wen Irwin King Philip S. Yu WaLM 73 1 0 28 Jan 2025
BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks Zhuang Li 57 1 0 21 Jan 2025
A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models Yinpeng Cai Lexin Li Linjun Zhang 222 0 0 05 Jan 2025
WaterPark: A Robustness Assessment of Language Model Watermarking Jiacheng Liang Zian Wang Lauren Hong Shouling Ji Ting Wang AAML 111 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 55 2 0 17 Nov 2024
Watermarking Generative Categorical Data Bochao Gu Hengzhi He Guang Cheng WaLM 52 0 0 16 Nov 2024
Segmenting Watermarked Texts From Language Models Xingchi Li Guanxun Li Xianyang Zhang WaLM 46 0 0 28 Oct 2024
Efficiently Identifying Watermarked Segments in Mixed-Source Texts Xuandong Zhao Chenwen Liao Yu-Xiang Wang Lei Li WaLM 49 0 0 04 Oct 2024
Discovering Spoofing Attempts on Language Model Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 45 2 0 03 Oct 2024
A Watermark for Black-Box Language Models Dara Bahri John Wieting WaLM 71 2 0 02 Oct 2024
MCGMark: An Encodable and Robust Online Watermark for Tracing LLM-Generated Malicious Code Peng Ding Jingyu Wu Qingyuan Zhong Dan Ma Xunliang Cai ... Shi Chen Weizhe Zhang Zibin Zheng Weizhe Zhang Zibin Zheng 52 0 0 02 Aug 2024
WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness Baizhou Huang Xiaojun Wan 37 1 0 22 May 2024
Mapping the Increasing Use of LLMs in Scientific Papers Weixin Liang Yaohui Zhang Zhengxuan Wu Haley Lepp Wenlong Ji ... Zhi Huang Diyi Yang Christopher Potts Christopher D. Manning James Y. Zou AI4CE DeLMO 44 60 0 01 Apr 2024
A Watermark-Conditioned Diffusion Model for IP Protection Rui Min Sen Li Hongyang Chen Minhao Cheng WIGM 38 20 0 16 Mar 2024
Learning to Watermark LLM-generated Text via Reinforcement Learning Xiaojun Xu Yuanshun Yao Yang Liu 29 10 0 13 Mar 2024
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews Weixin Liang Zachary Izzo Yaohui Zhang Haley Lepp Hancheng Cao ... Haotian Ye Sheng Liu Zhi Huang Daniel A. McFarland James Y. Zou DeLMO 73 86 0 11 Mar 2024
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off Eva Giboulot Furon Teddy WaLM 42 13 0 06 Mar 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 41 15 0 28 Feb 2024
Multi-Bit Distortion-Free Watermarking for Large Language Models Massieh Kordi Boroujeny Ya Jiang Kai Zeng Brian L. Mark WaLM VLM 43 4 0 26 Feb 2024
Watermarking Makes Language Models Radioactive Tom Sander Pierre Fernandez Alain Durmus Matthijs Douze Teddy Furon WaLM 41 11 0 22 Feb 2024
Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs Xuandong Zhao Lei Li Yu-Xiang Wang 55 10 0 08 Feb 2024
Proactive Detection of Voice Cloning with Localized Watermarking Robin San Roman Pierre Fernandez Alexandre Défossez Teddy Furon Tuan Tran Hady ElSahar 59 41 0 30 Jan 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 87 2 0 30 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang Xin Li Luisa Verdoliva Shu Hu 88 58 0 22 Jan 2024
Excuse me, sir? Your language model is leaking (information) Or Zamir WaLM 25 5 0 18 Jan 2024
Towards Optimal Statistical Watermarking Baihe Huang Hanlin Zhu Banghua Zhu Kannan Ramchandran Michael I. Jordan Jason D. Lee Jiantao Jiao WaLM 39 11 0 13 Dec 2023
Mark My Words: Analyzing and Evaluating Language Model Watermarks Julien Piet Chawin Sitawarin Vivian Fang Norman Mu David Wagner WaLM 45 33 0 01 Dec 2023
Preventing Language Models From Hiding Their Reasoning Fabien Roger Ryan Greenblatt LRM 31 16 0 27 Oct 2023
Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey Soumya Suvra Ghosal Souradip Chakraborty Jonas Geiping Furong Huang Dinesh Manocha Amrit Singh Bedi DeLMO 38 33 0 23 Oct 2023
From Text to Source: Results in Detecting Large Language Model-Generated Content Wissam Antoun Benoît Sagot Djamé Seddah DeLMO 33 11 0 23 Sep 2023
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models Kiyoon Yoo Wonhyuk Ahn Nojun Kwak WaLM 38 17 0 01 Aug 2023
Towards Codable Watermarking for Injecting Multi-bits Information to LLMs Lean Wang Wenkai Yang Deli Chen Hao Zhou Yankai Lin Fandong Meng Jie Zhou Xu Sun WaLM 43 16 0 29 Jul 2023
On the Reliability of Watermarks for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Manli Shu Khalid Saifullah Kezhi Kong Kasun Fernando Aniruddha Saha Micah Goldblum Tom Goldstein WaLM 27 113 0 07 Jun 2023