On the Reliability of Watermarks for Large Language Models

7 June 2023

Papers citing "On the Reliability of Watermarks for Large Language Models"

50 / 91 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
An End-to-End Model For Logits Based Large Language Models Watermarking Kahim Wong Jicheng Zhou Jiantao Zhou Yain-Whar Si WaLM 42 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 202 0 0 24 Apr 2025
STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings Saksham Rastogi Pratyush Maini Danish Pruthi 51 0 0 18 Apr 2025
Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation Liangbo Ning Wenqi Fan Qing Li AAML 44 1 0 03 Apr 2025
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Yihao Wang Lingxiao Li Yifan Tang Ru Zhang Jianyi Liu 40 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 132 3 0 07 Feb 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
BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks Zhuang Li 52 1 0 21 Jan 2025
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang S. Feizi DeLMO 81 368 0 20 Jan 2025
WaterPark: A Robustness Assessment of Language Model Watermarking Jiacheng Liang Zian Wang Lauren Hong Shouling Ji Ting Wang AAML 106 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 52 2 0 17 Nov 2024
Segmenting Watermarked Texts From Language Models Xingchi Li Guanxun Li Xianyang Zhang WaLM 46 0 0 28 Oct 2024
Watermarking Large Language Models and the Generated Content: Opportunities and Challenges Ruisi Zhang F. Koushanfar WaLM 47 0 0 24 Oct 2024
A Watermark for Order-Agnostic Language Models Ruibo Chen Yihan Wu Yanshuo Chen Chenxi Liu Junfeng Guo Heng Huang WaLM 35 2 0 17 Oct 2024
MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models Shojiro Yamabe Tsubasa Takahashi Futa Waseda Koki Wataoka MoMe 86 0 0 11 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 53 5 0 10 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
Can Watermarked LLMs be Identified by Users via Crafted Prompts? Aiwei Liu Sheng Guan Yong-Jin Liu L. Pan Yifei Zhang Liancheng Fang Lijie Wen Philip S. Yu Xuming Hu WaLM 182 2 0 04 Oct 2024
Ward: Provable RAG Dataset Inference via LLM Watermarks Nikola Jovanović Robin Staab Maximilian Baader Martin Vechev 199 1 0 04 Oct 2024
Discovering Spoofing Attempts on Language Model Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 43 2 0 03 Oct 2024
Optimizing Adaptive Attacks against Watermarks for Language Models Abdulrahman Diaa Toluwani Aremu Nils Lukas AAML 41 2 0 03 Oct 2024
A Watermark for Black-Box Language Models Dara Bahri John Wieting WaLM 71 2 0 02 Oct 2024
A Certified Robust Watermark For Large Language Models Xianheng Feng Jian-wei Liu Kui Ren Chun Chen AAML WaLM 52 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 35 1 0 15 Sep 2024
Watermarking Techniques for Large Language Models: A Survey Yuqing Liang Jiancheng Xiao Wensheng Gan Philip S. Yu OffRL 32 3 0 26 Aug 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 50 0 0 02 Aug 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 67 3 0 19 Jul 2024
ConvNLP: Image-based AI Text Detection S. Jambunathan Ashwath Shankarnarayan Parijat Dube DeLMO 46 0 0 09 Jul 2024
On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks Zesen Liu Tianshuo Cong Xinlei He Qi Li AAML WaLM 58 1 0 05 Jul 2024
Evaluating and Mitigating IP Infringement in Visual Generative AI Zhenting Wang Chen Chen Vikash Sehwag Minzhou Pan Lingjuan Lyu EGVM 34 6 0 07 Jun 2024
Evaluating Durability: Benchmark Insights into Multimodal Watermarking Jielin Qiu William Jongwon Han Xuandong Zhao Shangbang Long Christos Faloutsos Lei Li 65 1 0 06 Jun 2024
Edit Distance Robust Watermarks for Language Models Noah Golowich Ankur Moitra AAML WaLM 42 5 0 04 Jun 2024
Black-Box Detection of Language Model Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 41 5 0 28 May 2024
WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness Baizhou Huang Xiaojun Wan 37 1 0 22 May 2024
Watermarking Language Models for Many Adaptive Users Aloni Cohen Alexander Hoover Gabe Schoenbach WaLM AAML 26 4 0 17 May 2024
Stylometric Watermarks for Large Language Models Georg Niess Roman Kern 46 2 0 14 May 2024
PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition Ziyang Zhang Qizhen Zhang Jakob N. Foerster AAML 43 18 0 13 May 2024
LMD3: Language Model Data Density Dependence John Kirchenbauer Garrett Honke Gowthami Somepalli Jonas Geiping Daphne Ippolito Katherine Lee Tom Goldstein David Andre 35 6 0 10 May 2024
DUPE: Detection Undermining via Prompt Engineering for Deepfake Text James Weichert Chinecherem Dimobi DeLMO 34 1 0 17 Apr 2024
Large language models in 6G security: challenges and opportunities Tri Nguyen Huong Nguyen Ahmad Ijaz Saeid Sheikhi Athanasios V. Vasilakos Panos Kostakos ELM 28 8 0 18 Mar 2024
Learning to Watermark LLM-generated Text via Reinforcement Learning Xiaojun Xu Yuanshun Yao Yang Liu 26 10 0 13 Mar 2024
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off Eva Giboulot Furon Teddy WaLM 40 13 0 06 Mar 2024
Watermark Stealing in Large Language Models Nikola Jovanović Robin Staab Martin Vechev WaLM AAML 40 33 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 36 15 0 28 Feb 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 56 17 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
No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices Qi Pang Shengyuan Hu Wenting Zheng Virginia Smith WaLM 53 12 0 25 Feb 2024
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation Aditya Desu Xuanli He Qiongkai Xu Wei Lu WIGM 32 1 0 23 Feb 2024
Watermarking Makes Language Models Radioactive Tom Sander Pierre Fernandez Alain Durmus Matthijs Douze Teddy Furon WaLM 41 11 0 22 Feb 2024