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Provable Robust Watermarking for AI-Generated Text

30 June 2023

Lei Li

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Papers citing "Provable Robust Watermarking for AI-Generated Text"

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Title
Watermarking Autoregressive Image Generation Nikola Jovanović Ismail Labiad Tomáš Souček Martin Vechev Pierre Fernandez WIGM 29 0 0 19 Jun 2025
Multi-use LLM Watermarking and the False Detection Problem Zihao Fu Chris Russell WaLM 29 0 0 19 Jun 2025
A Watermark for Auto-Regressive Image Generation Models Yihan Wu Xuehao Cui Ruibo Chen Georgios Milis Heng Huang WIGM 36 0 0 13 Jun 2025
Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness Peiru Yang Xintian Li Wanchun Ni Jinhua Yin Huili Wang Guoshun Nan Shangguang Wang Yongfeng Huang Tao Qi 15 0 0 09 Jun 2025
Evaluating LLM-corrupted Crowdsourcing Data Without Ground Truth Yichi Zhang Jinlong Pang Zhaowei Zhu Yang Liu 21 1 0 08 Jun 2025
SoK: Are Watermarks in LLMs Ready for Deployment? Kieu Dang Phung Lai Nhathai Phan Yelong Shen Ruoming Jin Abdallah Khreishah My T. Thai 27 0 0 05 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 38 0 0 05 Jun 2025
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection Liancheng Fang Aiwei Liu Henry Peng Zou Yankai Chen Hengrui Zhang Zhongfen Deng Philip S. Yu 31 0 0 30 May 2025
KGMark: A Diffusion Watermark for Knowledge Graphs H. Peng Haolang Lu Yuanlong Yu Weiye Fu Kun Wang Guoshun Nan 43 0 0 29 May 2025
The Feasibility of Topic-Based Watermarking on Academic Peer Reviews Alexander Nemecek Yuzhou Jiang Erman Ayday WaLM 35 0 0 27 May 2025
Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services Guoheng Sun Ziyao Wang Xuandong Zhao Bowei Tian Zheyu Shen Yexiao He Jinming Xing Ang Li 81 0 0 24 May 2025
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models Yidan Wang Yubing Ren Yanan Cao Binxing Fang 98 0 0 15 May 2025
MorphMark: Flexible Adaptive Watermarking for Large Language Models Zongqi Wang Tianle Gu Baoyuan Wu Yujiu Yang WaLM 122 0 0 14 May 2025
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks Yixin Cheng Hongcheng Guo Yangming Li Leonid Sigal AAML WaLM 223 1 0 08 May 2025
An End-to-End Model For Logits Based Large Language Models Watermarking Kahim Wong Jicheng Zhou Jiantao Zhou Yain-Whar Si WaLM 127 2 0 05 May 2025
Unified Attacks to Large Language Model Watermarks: Spoofing and Scrubbing in Unauthorized Knowledge Distillation Xin Yi Shunfan Zhengc Linlin Wanga Xiaoling Wang Liang He Liang He AAML 491 0 0 24 Apr 2025
Robust and Fine-Grained Detection of AI Generated Texts Ram Mohan Rao Kadiyala Siddartha Pullakhandam Kanwal Mehreen Drishti Sharma Siddhant Gupta ... Arvind Reddy Bobbili Suraj Telugara Chandrashekhar Modabbir Adeeb Srinadh Vura Hamza Farooq DeLMO 123 0 0 16 Apr 2025
Can you Finetune your Binoculars? Embedding Text Watermarks into the Weights of Large Language Models Fay Elhassan Niccolò Ajroldi Antonio Orvieto Jonas Geiping 420 1 0 08 Apr 2025
MiZero: The Shadowy Defender Against Text Style Infringements Ziwei Zhang Juan Wen Wanli Peng Zhengxian Wu Yunlong Zhou Yiming Xue 79 0 0 30 Mar 2025
CEFW: A Comprehensive Evaluation Framework for Watermark in Large Language Models Shuhao Zhang B. Cheng Jiale Han Yuli Chen Zhixuan Wu Changbao Li Pingli Gu WaLM 128 0 0 24 Mar 2025
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection Guangsheng Bao Yanbin Zhao Juncai He Yue Zhang VLM 165 3 0 20 Feb 2025
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Yihao Wang Lingxiao Li Yifan Tang Ru Zhang Jianyi Liu 49 1 0 08 Feb 2025
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Yueying Zou Peipei Li Zekun Li Huaibo Huang Xing Cui Xuannan Liu Chenghanyu Zhang Ran He DeLMO 220 3 0 07 Feb 2025
MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data Yuqin Dai Zhouheng Yao Chunfeng Song Qihao Zheng Weijian Mai Kunyu Peng Shuai Lu Wanli Ouyang Jian Yang Jiamin Wu 483 2 0 07 Feb 2025
BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks Zhuang Li 135 1 0 21 Jan 2025
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 287 389 0 20 Jan 2025
A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models Yinpeng Cai Lexin Li Linjun Zhang 480 1 0 05 Jan 2025
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Xiaojun Xu Jinghan Jia Yuanshun Yao Yang Liu Hang Li 116 0 0 04 Dec 2024
Watermark under Fire: A Robustness Evaluation of LLM Watermarking Jiacheng Liang Zian Wang Lauren Hong Shouling Ji Ting Wang AAML 211 0 0 20 Nov 2024
SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Weiqing He Bojian Hou Tianqi Shang Davoud Ataee Tarzanagh Qi Long Li Shen DeLMO 128 1 0 17 Nov 2024
Debiasing Watermarks for Large Language Models via Maximal Coupling Yangxinyu Xie Xiang Li Tanwi Mallick Weijie J. Su Ruixun Zhang WaLM 134 3 0 17 Nov 2024
Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting Can Chen Jun-Kun Wang DeLMO 162 0 0 29 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
Can Watermarked LLMs be Identified by Users via Crafted Prompts? Aiwei Liu Sheng Guan Yang Liu Leyi Pan Yifei Zhang Liancheng Fang Lijie Wen Philip S. Yu Xuming Hu WaLM 388 5 0 04 Oct 2024
Ward: Provable RAG Dataset Inference via LLM Watermarks Nikola Jovanović Robin Staab Maximilian Baader Martin Vechev 466 5 0 04 Oct 2024
Efficiently Identifying Watermarked Segments in Mixed-Source Texts Xuandong Zhao Chenwen Liao Yu-Xiang Wang Lei Li WaLM 100 1 0 04 Oct 2024
A Watermark for Black-Box Language Models Dara Bahri John Wieting WaLM 149 6 0 02 Oct 2024
Measuring Human Contribution in AI-Assisted Content Generation Yueqi Xie Tao Qi Jingwei Yi Ryan Whalen Junming Huang Qian Ding Yu Xie Xing Xie Fangzhao Wu Fangzhao Wu 112 2 0 27 Aug 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 141 3 0 19 Jul 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 150 13 0 21 Jun 2024
Watermarking Language Models with Error Correcting Codes Patrick Chao Yan Sun Edgar Dobriban Hamed Hassani WaLM 176 4 0 12 Jun 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 130 37 0 16 May 2024
Towards Better Statistical Understanding of Watermarking LLMs Zhongze Cai Shang Liu Hanzhao Wang Huaiyang Zhong Xiaocheng Li 45 7 0 19 Mar 2024
Learning to Watermark LLM-generated Text via Reinforcement Learning Xiaojun Xu Yuanshun Yao Yang Liu 94 14 0 13 Mar 2024
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off Eva Giboulot Furon Teddy WaLM 79 24 0 06 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 284 22 0 28 Feb 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 213 64 0 22 Jan 2024
Performance-lossless Black-box Model Watermarking Na Zhao Kejiang Chen Weiming Zhang Neng H. Yu 86 3 0 11 Dec 2023
A Robust Semantics-based Watermark for Large Language Model against Paraphrasing Jie Ren Han Xu Yiding Liu Yingqian Cui Shuaiqiang Wang Dawei Yin Jiliang Tang OffRL 121 53 0 15 Nov 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 263 64 0 07 Nov 2023