v1v2v3 (latest)

Robust Distortion-free Watermarks for Language Models

28 July 2023

Tatsunori Hashimoto

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

33 / 133 papers shown

Title
Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks Yichen Wang Shangbin Feng Abe Bohan Hou Xiao Pu Chao Shen Xiaoming Liu Yulia Tsvetkov Tianxing He DeLMO 113 20 0 18 Feb 2024
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text Abe Bohan Hou Jingyu Zhang Yichen Wang Daniel Khashabi Tianxing He WaLM 168 21 0 17 Feb 2024
Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs Xuandong Zhao Lei Li Yu-Xiang Wang 91 12 0 08 Feb 2024
Copyright Protection in Generative AI: A Technical Perspective Jie Ren Han Xu Pengfei He Yingqian Cui Shenglai Zeng ... Hongzhi Wen Jiayuan Ding Hui Liu Yi Chang Jiliang Tang DeLMO 94 43 0 04 Feb 2024
Adaptive Text Watermark for Large Language Models Yepeng Liu Yuheng Bu WaLM 79 28 0 25 Jan 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 215 64 0 22 Jan 2024
Instructional Fingerprinting of Large Language Models Lyne Tchapmi Fei Wang Mingyu Derek Ma Pang Wei Koh Chaowei Xiao Muhao Chen WaLM 67 33 0 21 Jan 2024
Optimizing watermarks for large language models Bram Wouters WaLM 82 8 0 28 Dec 2023
Towards Optimal Statistical Watermarking Baihe Huang Hanlin Zhu Banghua Zhu Kannan Ramchandran Michael I. Jordan Jason D. Lee Jiantao Jiao WaLM 105 14 0 13 Dec 2023
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 117 66 0 13 Dec 2023
Performance-lossless Black-box Model Watermarking Na Zhao Kejiang Chen Weiming Zhang Neng H. Yu 86 3 0 11 Dec 2023
On the Learnability of Watermarks for Language Models Chenchen Gu Xiang Lisa Li Percy Liang Tatsunori Hashimoto WaLM 106 43 0 07 Dec 2023
New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking Karanpartap Singh James Zou WaLM 166 9 0 04 Dec 2023
Mark My Words: Analyzing and Evaluating Language Model Watermarks Julien Piet Chawin Sitawarin Vivian Fang Norman Mu David Wagner WaLM 144 36 0 01 Dec 2023
WatME: Towards Lossless Watermarking Through Lexical Redundancy Liang Chen Yatao Bian Yang Deng Deng Cai Shuaiyi Li Peilin Zhao Kam-Fai Wong WaLM 98 8 0 16 Nov 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
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models Shangqing Tu Yuliang Sun Yushi Bai Jifan Yu Lei Hou Juanzi Li WaLM 84 11 0 13 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
Publicly-Detectable Watermarking for Language Models Jaiden Fairoze Sanjam Garg Somesh Jha Saeed Mahloujifar Mohammad Mahmoody Mingyuan Wang WaLM 206 51 0 27 Oct 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 100 55 0 24 Oct 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 97 37 0 23 Oct 2023
REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models Ruisi Zhang Shehzeen Samarah Hussain Paarth Neekhara F. Koushanfar 62 36 0 18 Oct 2023
A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models Yihan Wu Zhengmian Hu Junfeng Guo Hongyang R. Zhang Heng-Chiao Huang WaLM 89 23 0 11 Oct 2023
A Semantic Invariant Robust Watermark for Large Language Models Aiwei Liu Leyi Pan Xuming Hu Shiao Meng Lijie Wen WaLM 111 64 0 10 Oct 2023
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation Abe Bohan Hou Jingyu Zhang Tianxing He Yichen Wang Yung-Sung Chuang Hongwei Wang Lingfeng Shen Benjamin Van Durme Daniel Khashabi Yulia Tsvetkov WaLM 92 0 0 06 Oct 2023
Necessary and Sufficient Watermark for Large Language Models Yuki Takezawa Ryoma Sato Han Bao Kenta Niwa Makoto Yamada WaLM 135 8 0 02 Oct 2023
WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data Jingtan Wang Xinyang Lu Zitong Zhao Zhongxiang Dai Chuan-Sheng Foo See-Kiong Ng K. H. Low WaLM 85 12 0 01 Oct 2023
Unbiased Watermark for Large Language Models Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 109 58 0 22 Sep 2023
Identifying and Mitigating the Security Risks of Generative AI Clark W. Barrett Bradley L Boyd Ellie Burzstein Nicholas Carlini Brad Chen ... Zulfikar Ramzan Khawaja Shams Basel Alomair Ankur Taly Diyi Yang SILM 125 101 0 28 Aug 2023
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models Kiyoon Yoo Wonhyuk Ahn Nojun Kwak WaLM 90 23 0 01 Aug 2023
An Unforgeable Publicly Verifiable Watermark for Large Language Models Aiwei Liu Leyi Pan Xuming Hu Shuang Li Lijie Wen Irwin King Philip S. Yu WaLM 126 37 0 30 Jul 2023
Undetectable Watermarks for Language Models Miranda Christ Sam Gunn Or Zamir WaLM 74 146 0 25 May 2023
Who Wrote this Code? Watermarking for Code Generation Taehyun Lee Seokhee Hong Jaewoo Ahn Ilgee Hong Hwaran Lee Sangdoo Yun Jamin Shin Gunhee Kim WaLM 69 98 0 24 May 2023