An Unforgeable Publicly Verifiable Watermark for Large Language Models

30 July 2023

Aiwei Liu

Leyi Pan

Xuming Hu

Shuang Li

Lijie Wen

Irwin King

Philip S. Yu

WaLM

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Papers citing "An Unforgeable Publicly Verifiable Watermark for Large Language Models"

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Title
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks Yixin Cheng Hongcheng Guo Yangming Li Leonid Sigal AAML WaLM 57 0 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 30 2 0 05 May 2025
TRACE: Intra-visit Clinical Event Nowcasting via Effective Patient Trajectory Encoding Yuyang Liang Yankai Chen Yixiang Fang Laks V. S. Lakshmanan Chenhao Ma 44 0 0 29 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 73 0 0 24 Mar 2025
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Yihao Wang Lingxiao Li Yifan Tang Ru Zhang Jianyi Liu 35 1 0 08 Feb 2025
WaterPark: A Robustness Assessment of Language Model Watermarking Jiacheng Liang Zian Wang Lauren Hong Shouling Ji Ting Wang AAML 96 0 0 20 Nov 2024
SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI Kui Ren Ziqi Yang Li Lu Jian Liu Yiming Li Jie Wan Xiaodi Zhao Xianheng Feng Shuo Shao 96 2 0 18 Nov 2024
FoldMark: Protecting Protein Generative Models with Watermarking Zaixi Zhang Ruofan Jin Kaidi Fu Le Cong Marinka Zitnik Mengdi Wang 16 1 0 27 Oct 2024
A Watermark for Order-Agnostic Language Models Ruibo Chen Yihan Wu Yanshuo Chen Chenxi Liu Junfeng Guo Heng Huang WaLM 22 2 0 17 Oct 2024
Can Watermarked LLMs be Identified by Users via Crafted Prompts? Aiwei Liu Sheng Guan Y. Liu L. Pan Yifei Zhang Liancheng Fang Lijie Wen Philip S. Yu Xuming Hu WaLM 86 2 0 04 Oct 2024
Discovering Clues of Spoofed LM Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 38 2 0 03 Oct 2024
A Watermark for Black-Box Language Models Dara Bahri John Wieting WaLM 64 1 0 02 Oct 2024
A Certified Robust Watermark For Large Language Models Xianheng Feng Jian-wei Liu Kui Ren Chun Chen AAML WaLM 41 0 0 29 Sep 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 26 1 0 15 Sep 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 30 0 0 02 Aug 2024
On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks Zesen Liu Tianshuo Cong Xinlei He Qi Li AAML WaLM 36 1 0 05 Jul 2024
Unique Security and Privacy Threats of Large Language Model: A Comprehensive Survey Shang Wang Tianqing Zhu Bo Liu Ming Ding Xu Guo Dayong Ye Wanlei Zhou Philip S. Yu PILM 52 16 0 12 Jun 2024
Distortion-free Watermarks are not Truly Distortion-free under Watermark Key Collisions Yihan Wu Ruibo Chen Zhengmian Hu Yanshuo Chen Junfeng Guo Hongyang R. Zhang Heng-Chiao Huang WaLM 45 5 0 02 Jun 2024
Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning Shen Li Liuyi Yao Jinyang Gao Lan Zhang Yaliang Li 44 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
Adaptive Text Watermark for Large Language Models Yepeng Liu Yuheng Bu WaLM 13 17 0 25 Jan 2024
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 39 50 0 13 Dec 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 16 32 0 23 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 11 22 0 23 Oct 2023
On the Risk of Misinformation Pollution with Large Language Models Yikang Pan Liangming Pan Wenhu Chen Preslav Nakov Min-Yen Kan W. Wang DeLMO 190 105 0 23 May 2023
Robust Multi-bit Natural Language Watermarking through Invariant Features Kiyoon Yoo Wonhyuk Ahn Jiho Jang Nojun Kwak WaLM 136 76 0 03 May 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 76 143 0 12 Mar 2023