Robust Distortion-free Watermarks for Language Models

28 July 2023

Tatsunori Hashimoto

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

22 / 122 papers shown

Title
Mark My Words: Analyzing and Evaluating Language Model Watermarks Julien Piet Chawin Sitawarin Vivian Fang Norman Mu David A. Wagner WaLM 17 33 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 40 6 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 19 42 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 33 8 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 138 54 0 07 Nov 2023
Publicly-Detectable Watermarking for Language Models Jaiden Fairoze Sanjam Garg Somesh Jha Saeed Mahloujifar Mohammad Mahmoody Mingyuan Wang WaLM 139 45 0 27 Oct 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Yang Wang Wei Cheng DeLMO 30 50 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 19 32 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 18 27 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 25 22 0 11 Oct 2023
A Semantic Invariant Robust Watermark for Large Language Models Aiwei Liu Leyi Pan Xuming Hu Shiao Meng Lijie Wen WaLM 27 54 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 32 0 0 06 Oct 2023
Necessary and Sufficient Watermark for Large Language Models Yuki Takezawa Ryoma Sato Han Bao Kenta Niwa Makoto Yamada WaLM 45 7 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 57 15 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 20 44 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 D. Song Ankur Taly Diyi Yang SILM 24 89 0 28 Aug 2023
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models Kiyoon Yoo Wonhyuk Ahn Nojun Kwak WaLM 13 16 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 42 30 0 30 Jul 2023
Undetectable Watermarks for Language Models Miranda Christ Sam Gunn Or Zamir WaLM 14 127 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 20 82 0 24 May 2023
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Xuanli He Qiongkai Xu Yi Zeng Lingjuan Lyu Fangzhao Wu Jiwei Li R. Jia WaLM 177 71 0 19 Sep 2022
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He Qiongkai Xu Lingjuan Lyu Fangzhao Wu Chenguang Wang WaLM 172 93 0 05 Dec 2021