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Robust Distortion-free Watermarks for Language Models

28 July 2023

Tatsunori Hashimoto

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

50 / 133 papers shown

Title
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 151 6 0 02 Oct 2024
A Certified Robust Watermark For Large Language Models Xianheng Feng Jian Liu Kui Ren Chun Chen AAML WaLM 77 0 0 29 Sep 2024
Adaptive and Robust Watermark for Generative Tabular Data Dung Daniel Ngo Daniel Scott Saheed O. Obitayo Archan Ray Akshay Seshadri N. Kumar Vamsi K. Potluru Marco Pistoia Manuela Veloso AAML 90 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 89 1 0 15 Sep 2024
WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks Anudeex Shetty Xingliang Yuan Jey Han Lau WaLM 119 3 0 29 Aug 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 141 3 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 115 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 82 6 0 05 Jul 2024
Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text Detection Choonghyun Park Sungmin Cho Junyeob Kim Youna Kim Taeuk Kim Hyunsoo Cho Hwiyeol Jo Sang-goo Lee Kang Min Yoo AAML 73 1 0 24 Jun 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
PostMark: A Robust Blackbox Watermark for Large Language Models Yapei Chang Kalpesh Krishna Amir Houmansadr John Wieting Mohit Iyyer 84 9 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 124 3 0 20 Jun 2024
Seeing Through AI's Lens: Enhancing Human Skepticism Towards LLM-Generated Fake News Navid Ayoobi Sadat Shahriar Arjun Mukherjee DeLMO 79 1 0 20 Jun 2024
AI "News" Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian Giovanni Puccetti Anna Rogers Chiara Alzetta F. Dell’Orletta Andrea Esuli 97 11 0 17 Jun 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 131 20 0 12 Jun 2024
Watermarking Language Models with Error Correcting Codes Patrick Chao Yan Sun Edgar Dobriban Hamed Hassani WaLM 176 4 0 12 Jun 2024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas Chengyuan Deng Yiqun Duan Xin Jin Heng Chang Yijun Tian ... Kuofeng Gao Sihong He Jun Zhuang Lu Cheng Haohan Wang AILaw 90 24 0 08 Jun 2024
Evaluating Durability: Benchmark Insights into Multimodal Watermarking Jielin Qiu William Jongwon Han Xuandong Zhao Shangbang Long Christos Faloutsos Lei Li 113 1 0 06 Jun 2024
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature Tong Zhou Xuandong Zhao Xiaolin Xu Shaolei Ren 107 11 0 04 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 108 5 0 02 Jun 2024
AI Risk Management Should Incorporate Both Safety and Security Xiangyu Qi Yangsibo Huang Yi Zeng Edoardo Debenedetti Jonas Geiping ... Chaowei Xiao Yue Liu Dawn Song Peter Henderson Prateek Mittal AAML 117 12 0 29 May 2024
Black-Box Detection of Language Model Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 78 7 0 28 May 2024
WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness Baizhou Huang Xiaojun Wan 99 3 0 22 May 2024
Securing the Future of GenAI: Policy and Technology Mihai Christodorescu Craven Soheil Feizi Neil Zhenqiang Gong Mia Hoffmann ... Jessica Newman Emelia Probasco Yanjun Qi Khawaja Shams Turek SILM 99 6 0 21 May 2024
Watermarking Language Models for Many Adaptive Users Aloni Cohen Alexander Hoover Gabe Schoenbach WaLM AAML 76 6 0 17 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 130 37 0 16 May 2024
ModelShield: Adaptive and Robust Watermark against Model Extraction Attack Kaiyi Pang Tao Qi Chuhan Wu Minhao Bai Minghu Jiang Yongfeng Huang AAML WaLM 166 5 0 03 May 2024
Learnable Linguistic Watermarks for Tracing Model Extraction Attacks on Large Language Models Minhao Bai Kaiyi Pang Yongfeng Huang WaLM 74 0 0 28 Apr 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 91 77 0 01 Apr 2024
WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models Piotr Molenda Adian Liusie Mark Gales WaLM 64 8 0 28 Mar 2024
An Entropy-based Text Watermarking Detection Method Yijian Lu Aiwei Liu Dianzhi Yu Jingjing Li Irwin King WaLM 96 38 0 20 Mar 2024
Bypassing LLM Watermarks with Color-Aware Substitutions Qilong Wu Varun Chandrasekaran 80 18 0 19 Mar 2024
Towards Better Statistical Understanding of Watermarking LLMs Zhongze Cai Shang Liu Hanzhao Wang Huaiyang Zhong Xiaocheng Li 47 7 0 19 Mar 2024
Lost in Overlap: Exploring Logit-based Watermark Collision in LLMs Yiyang Luo Ke Lin Chao Gu Jiahui Hou Lijie Wen Ping Luo WaLM 48 1 0 15 Mar 2024
Learning to Watermark LLM-generated Text via Reinforcement Learning Xiaojun Xu Yuanshun Yao Yang Liu 94 14 0 13 Mar 2024
Duwak: Dual Watermarks in Large Language Models Chaoyi Zhu Jeroen Galjaard Pin-Yu Chen Lydia Y. Chen AAML WaLM 68 9 0 12 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 161 103 0 11 Mar 2024
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off Eva Giboulot Furon Teddy WaLM 79 24 0 06 Mar 2024
Watermark Stealing in Large Language Models Nikola Jovanović Robin Staab Martin Vechev WaLM AAML 90 42 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 132 20 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 82 7 0 26 Feb 2024
No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices Qi Pang Shengyuan Hu Wenting Zheng Virginia Smith WaLM 134 15 0 25 Feb 2024
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation Aditya Desu Xuanli He Xingliang Yuan Wei Lu WIGM 61 1 0 23 Feb 2024
Watermarking Makes Language Models Radioactive Tom Sander Pierre Fernandez Alain Durmus Matthijs Douze Teddy Furon WaLM 82 20 0 22 Feb 2024
Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning Shen Li Liuyi Yao Jinyang Gao Lan Zhang Yaliang Li 120 13 0 22 Feb 2024
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick Jiayi Fu Xuandong Zhao Ruihan Yang Yuan Zhang Jiangjie Chen Yanghua Xiao WaLM 78 14 0 20 Feb 2024
Generative AI Security: Challenges and Countermeasures Banghua Zhu Norman Mu Jiantao Jiao David Wagner AAML SILM 107 10 0 20 Feb 2024