Robust Distortion-free Watermarks for Language Models

28 July 2023

Tatsunori Hashimoto

Papers citing "Robust Distortion-free Watermarks for Language Models"

50 / 121 papers shown

Title
Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking Fabrice Harel-Canada Boran Erol Connor Choi J. Liu Gary Jiarui Song Nanyun Peng Amit Sahai AAML 19 0 0 11 May 2025
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
LLM Watermarking Using Mixtures and Statistical-to-Computational Gaps Pedro Abdalla Roman Vershynin WaLM 25 0 0 02 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 77 0 0 24 Apr 2025
CoheMark: A Novel Sentence-Level Watermark for Enhanced Text Quality Junyan Zhang Shuliang Liu Aiwei Liu Yubo Gao J. Li Xiaojie Gu Xuming Hu WaLM 50 2 0 24 Apr 2025
Natural Fingerprints of Large Language Models Teppei Suzuki Ryokan Ri Sho Takase 15 0 0 21 Apr 2025
Entropy-Guided Watermarking for LLMs: A Test-Time Framework for Robust and Traceable Text Generation Shizhan Cai Liang Ding Dacheng Tao WaLM 52 0 0 16 Apr 2025
Defending LLM Watermarking Against Spoofing Attacks with Contrastive Representation Learning Li An Yujian Liu Y. Liu Yang Zhang Yuheng Bu Shiyu Chang AAML 61 0 0 09 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 53 0 0 08 Apr 2025
A Practical Synthesis of Detecting AI-Generated Textual, Visual, and Audio Content Lele Cao DeLMO 42 0 0 02 Apr 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
Uncovering the Hidden Threat of Text Watermarking from Users with Cross-Lingual Knowledge Mansour Al Ghanim Jiaqi Xue Rochana Prih Hastuti Mengxin Zheng Yan Solihin Qian Lou WaLM 57 0 0 23 Feb 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 92 1 0 20 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 83 0 0 07 Feb 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 58 2 0 28 Jan 2025
BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks Zhuang Li 46 1 0 21 Jan 2025
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Xiaojun Xu Jinghan Jia Yuanshun Yao Yang Liu Hang Li 61 0 0 04 Dec 2024
CredID: Credible Multi-Bit Watermark for Large Language Models Identification Haoyu Jiang Xuhong Wang Ping Yi Shanzhe Lei Yilun Lin WaLM 78 1 0 04 Dec 2024
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
Debiasing Watermarks for Large Language Models via Maximal Coupling Yangxinyu Xie Xiang Li Tanwi Mallick Weijie J. Su Ruixun Zhang WaLM 34 0 0 17 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 83 0 0 17 Nov 2024
Ideal Pseudorandom Codes Omar Alrabiah Prabhanjan Ananth Miranda Christ Yevgeniy Dodis Sam Gunn 46 0 0 08 Nov 2024
Revisiting the Robustness of Watermarking to Paraphrasing Attacks Saksham Rastogi Danish Pruthi WaLM AAML 33 1 0 08 Nov 2024
$B^4$ : A Black-Box Scrubbing Attack on LLM Watermarks Baizhou Huang Xiao Pu Xiaojun Wan 32 0 0 02 Nov 2024
Segmenting Watermarked Texts From Language Models Xingchi Li Guanxun Li Xianyang Zhang WaLM 28 0 0 28 Oct 2024
Watermarking Large Language Models and the Generated Content: Opportunities and Challenges Ruisi Zhang F. Koushanfar WaLM 36 0 0 24 Oct 2024
Provably Robust Watermarks for Open-Source Language Models Miranda Christ Sam Gunn Tal Malkin Mariana Raykova WaLM 34 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
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
COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act Philipp Guldimann Alexander Spiridonov Robin Staab Nikola Jovanović Mark Vero ... Mislav Balunović Nikola Konstantinov Pavol Bielik Petar Tsankov Martin Vechev ELM 40 4 0 10 Oct 2024
WAPITI: A Watermark for Finetuned Open-Source LLMs Lingjie Chen Ruizhong Qiu Siyu Yuan Zhining Liu Tianxin Wei Hyunsik Yoo Zhichen Zeng Deqing Yang Hanghang Tong WaLM 31 4 0 09 Oct 2024
Efficiently Identifying Watermarked Segments in Mixed-Source Texts Xuandong Zhao Chenwen Liao Yu-Xiang Wang Lei Li WaLM 37 0 0 04 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
Ward: Provable RAG Dataset Inference via LLM Watermarks Nikola Jovanović Robin Staab Maximilian Baader Martin Vechev 62 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 13 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
Adaptive and Robust Watermark for Generative Tabular Data Dung Daniel Ngo Daniel Scott Saheed O. Obitayo Vamsi K. Potluru Manuela Veloso AAML 20 1 0 23 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
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 63 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 36 1 0 05 Jul 2024
Waterfall: Framework for Robust and Scalable Text Watermarking Gregory Kang Ruey Lau Xinyuan Niu Hieu Dao Jiangwei Chen Chuan-Sheng Foo Bryan Kian Hsiang Low WaLM 26 6 0 05 Jul 2024
Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text Detection Choonghyun Park Hyuhng Joon Kim Junyeob Kim Youna Kim Taeuk Kim Hyunsoo Cho Hwiyeol Jo Sang-goo Lee Kang Min Yoo AAML 34 1 0 24 Jun 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 71 7 0 21 Jun 2024
PostMark: A Robust Blackbox Watermark for Large Language Models Yapei Chang Kalpesh Krishna Amir Houmansadr John Wieting Mohit Iyyer 29 5 0 20 Jun 2024
Data-Centric AI in the Age of Large Language Models Xinyi Xu Zhaoxuan Wu Rui Qiao Arun Verma Yao Shu ... Xiaoqiang Lin Wenyang Hu Zhongxiang Dai Pang Wei Koh Bryan Kian Hsiang Low ALM 40 2 0 20 Jun 2024
Seeing Through AI's Lens: Enhancing Human Skepticism Towards LLM-Generated Fake News Navid Ayoobi Sadat Shahriar Arjun Mukherjee DeLMO 41 1 0 20 Jun 2024