A Robust Semantics-based Watermark for Large Language Model against Paraphrasing

15 November 2023

Papers citing "A Robust Semantics-based Watermark for Large Language Model against Paraphrasing"

36 / 36 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 12 0 0 11 May 2025
Defending LLM Watermarking Against Spoofing Attacks with Contrastive Representation Learning Li An Yujian Liu Y. Liu Yang Zhang Yuheng Bu Shiyu Chang AAML 34 0 0 09 Apr 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 1 0 28 Jan 2025
BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks Zhuang Li 46 1 0 21 Jan 2025
WaterPark: A Robustness Assessment of Language Model Watermarking Jiacheng Liang Zian Wang Lauren Hong Shouling Ji Ting Wang AAML 88 0 0 20 Nov 2024
$B^4$ : A Black-Box Scrubbing Attack on LLM Watermarks Baizhou Huang Xiao Pu Xiaojun Wan 27 0 0 02 Nov 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 15 4 0 09 Oct 2024
Discovering Clues of Spoofed LM Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 32 2 0 03 Oct 2024
A Watermark for Black-Box Language Models Dara Bahri John Wieting WaLM 52 1 0 02 Oct 2024
On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks Zesen Liu Tianshuo Cong Xinlei He Qi Li AAML WaLM 26 1 0 05 Jul 2024
From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models Harsh Nishant Lalai Aashish Anantha Ramakrishnan Raj Sanjay Shah Dongwon Lee WaLM VLM 26 1 0 17 Jun 2024
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors Ying Zhou Ben He Le Sun DeLMO 26 1 0 13 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 31 14 0 08 Jun 2024
Large Language Model Watermark Stealing With Mixed Integer Programming Zhaoxi Zhang Xiaomei Zhang Yanjun Zhang Leo Yu Zhang Chao Chen Shengshan Hu Asif Gill Shirui Pan AAML 20 4 0 30 May 2024
Black-Box Detection of Language Model Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 32 5 0 28 May 2024
WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness Baizhou Huang Xiaojun Wan 16 1 0 22 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 23 23 0 16 May 2024
The Impact of Prompts on Zero-Shot Detection of AI-Generated Text Kaito Taguchi Yujie Gu Kouichi Sakurai AAML DeLMO 16 6 0 29 Mar 2024
WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models Piotr Molenda Adian Liusie Mark J. F. Gales WaLM 37 4 0 28 Mar 2024
An Entropy-based Text Watermarking Detection Method Yijian Lu Aiwei Liu Dianzhi Yu Jingjing Li Irwin King WaLM 26 29 0 20 Mar 2024
Duwak: Dual Watermarks in Large Language Models Chaoyi Zhu Jeroen Galjaard Pin-Yu Chen Lydia Y. Chen AAML WaLM 16 1 0 12 Mar 2024
A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization Tharindu Kumarage Garima Agrawal Paras Sheth Raha Moraffah Amanat Chadha Joshua Garland Huan Liu DeLMO 21 6 0 02 Mar 2024
Watermark Stealing in Large Language Models Nikola Jovanović Robin Staab Martin Vechev WaLM AAML 24 29 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 20 3 0 28 Feb 2024
Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning Shen Li Liuyi Yao Jinyang Gao Lan Zhang Yaliang Li 30 6 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 25 7 0 20 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 12 30 0 04 Feb 2024
Provably Robust Multi-bit Watermarking for AI-generated Text Wenjie Qu Dong Yin Zixin He Wei Zou Tianyang Tao Jinyuan Jia Jiaheng Zhang Jinyuan Jia Jiaheng Zhang WaLM 65 1 0 30 Jan 2024
Adaptive Text Watermark for Large Language Models Yepeng Liu Yuheng Bu WaLM 13 17 0 25 Jan 2024
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 26 50 0 13 Dec 2023
On the Learnability of Watermarks for Language Models Chenchen Gu Xiang Lisa Li Percy Liang Tatsunori Hashimoto WaLM 42 30 0 07 Dec 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 12 81 0 24 May 2023
Robust Multi-bit Natural Language Watermarking through Invariant Features Kiyoon Yoo Wonhyuk Ahn Jiho Jang Nojun Kwak WaLM 128 47 0 03 May 2023
Origin Tracing and Detecting of LLMs Linyang Li Pengyu Wang Kerong Ren Tianxiang Sun Xipeng Qiu LLMAG 88 30 0 27 Apr 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 198 1,089 0 20 Sep 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 188 624 0 26 Feb 2022