A Watermark for Large Language Models

24 January 2023

Papers citing "A Watermark for Large Language Models"

50 / 319 papers shown

Title
DeepEclipse: How to Break White-Box DNN-Watermarking Schemes Alessandro Pegoraro Carlotta Segna Kavita Kumari Ahmad-Reza Sadeghi AAML 37 0 0 06 Mar 2024
Watermark Stealing in Large Language Models Nikola Jovanović Robin Staab Martin Vechev WaLM AAML 40 32 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 33 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
On the Societal Impact of Open Foundation Models Sayash Kapoor Rishi Bommasani Kevin Klyman Shayne Longpre Ashwin Ramaswami ... Victor Storchan Daniel Zhang Daniel E. Ho Percy Liang Arvind Narayanan 26 54 0 27 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
Data-free Weight Compress and Denoise for Large Language Models Runyu Peng Yunhua Zhou Qipeng Guo Yang Gao Hang Yan Xipeng Qiu Dahua Lin 39 1 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 49 11 0 25 Feb 2024
Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy Shuhai Zhang Yiliao Song Jiahao Yang Yuanqing Li Bo Han Mingkui Tan DeLMO 37 5 0 25 Feb 2024
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation Aditya Desu Xuanli He Qiongkai Xu Wei Lu WIGM 24 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
Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning Shen Li Liuyi Yao Jinyang Gao Lan Zhang Yaliang Li 49 11 0 22 Feb 2024
Large Language Models are Vulnerable to Bait-and-Switch Attacks for Generating Harmful Content Federico Bianchi James Zou 32 4 0 21 Feb 2024
Generative AI Security: Challenges and Countermeasures Banghua Zhu Norman Mu Jiantao Jiao David Wagner AAML SILM 61 8 0 20 Feb 2024
Copyleft for Alleviating AIGC Copyright Dilemma: What-if Analysis, Public Perception and Implications Xinwei Guo Yujun Li Yafeng Peng Xuetao Wei 30 2 0 19 Feb 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Thomas Arnold Alham Fikri Aji Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 28 31 0 17 Feb 2024
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling Yuhui Shi Qiang Sheng Juan Cao Hao Mi Beizhe Hu Danding Wang 29 13 0 14 Feb 2024
Resilient Watermarking for LLM-Generated Codes Boquan Li Mengdi Zhang Peixin Zhang Jun Sun Xingmei Wang Zijian Liu Tianzi Zhang WaLM 38 3 0 12 Feb 2024
Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs Xuandong Zhao Lei Li Yu-Xiang Wang 55 10 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 28 31 0 04 Feb 2024
Building Guardrails for Large Language Models Yizhen Dong Ronghui Mu Gao Jin Yi Qi Jinwei Hu Xingyu Zhao Jie Meng Wenjie Ruan Xiaowei Huang OffRL 61 27 0 02 Feb 2024
LLM-Detector: Improving AI-Generated Chinese Text Detection with Open-Source LLM Instruction Tuning Rongsheng Wang Hao Chen Ruizhe Zhou Han Ma Yaofei Duan Yanlan Kang Songhua Yang Baoyu Fan Tao Tan DeLMO 39 9 0 02 Feb 2024
Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection Xinlin Peng Ying Zhou Xianpei Han Le Sun Yingfei Sun DeLMO 18 11 0 01 Feb 2024
Proactive Detection of Voice Cloning with Localized Watermarking Robin San Roman Pierre Fernandez Alexandre Défossez Teddy Furon Tuan Tran Hady ElSahar 53 41 0 30 Jan 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 82 2 0 30 Jan 2024
Adaptive Text Watermark for Large Language Models Yepeng Liu Yuheng Bu WaLM 20 18 0 25 Jan 2024
Raidar: geneRative AI Detection viA Rewriting Chengzhi Mao Carl Vondrick Hao Wang Junfeng Yang DeLMO 31 23 0 23 Jan 2024
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text Abhimanyu Hans Avi Schwarzschild Valeriia Cherepanova Hamid Kazemi Aniruddha Saha Micah Goldblum Jonas Geiping Tom Goldstein DeLMO 44 84 0 22 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 Wang Xin Li Luisa Verdoliva Shu Hu 88 58 0 22 Jan 2024
Excuse me, sir? Your language model is leaking (information) Or Zamir WaLM 25 5 0 18 Jan 2024
Cross-Attention Watermarking of Large Language Models Folco Bertini Baldassini H. Nguyen Ching-Chung Chang Isao Echizen WaLM 19 1 0 12 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 60 56 0 11 Jan 2024
Optimizing watermarks for large language models Bram Wouters WaLM 26 4 0 28 Dec 2023
Silent Guardian: Protecting Text from Malicious Exploitation by Large Language Models Jiawei Zhao Kejiang Chen Xianjian Yuan Yuang Qi Weiming Zhang Neng H. Yu 64 8 0 15 Dec 2023
Towards Optimal Statistical Watermarking Baihe Huang Hanlin Zhu Banghua Zhu Kannan Ramchandran Michael I. Jordan Jason D. Lee Jiantao Jiao WaLM 39 11 0 13 Dec 2023
AI Control: Improving Safety Despite Intentional Subversion Ryan Greenblatt Buck Shlegeris Kshitij Sachan Fabien Roger 31 40 0 12 Dec 2023
Performance-lossless Black-box Model Watermarking Na Zhao Kejiang Chen Weiming Zhang Neng H. Yu 44 1 0 11 Dec 2023
On the Learnability of Watermarks for Language Models Chenchen Gu Xiang Lisa Li Percy Liang Tatsunori Hashimoto WaLM 69 32 0 07 Dec 2023
New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking Karanpartap Singh James Zou WaLM 110 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 37 33 0 01 Dec 2023
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems Guangjing Wang Ce Zhou Yuanda Wang Bocheng Chen Hanqing Guo Qiben Yan AAML SILM 68 3 0 20 Nov 2023
AuthentiGPT: Detecting Machine-Generated Text via Black-Box Language Models Denoising Zhen Guo Shangdi Yu DeLMO 34 10 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
Contextual Confidence and Generative AI Shrey Jain Zoe Hitzig Pamela Mishkin 38 5 0 02 Nov 2023
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions Luca Longo Mario Brcic Federico Cabitza Jaesik Choi Roberto Confalonieri ... Andrés Páez Wojciech Samek Johannes Schneider Timo Speith Simone Stumpf 32 192 0 30 Oct 2023
Preventing Language Models From Hiding Their Reasoning Fabien Roger Ryan Greenblatt LRM 26 16 0 27 Oct 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
Wide Flat Minimum Watermarking for Robust Ownership Verification of GANs Jianwei Fei Zhihua Xia B. Tondi Mauro Barni AAML 23 4 0 25 Oct 2023
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis Nafis Irtiza Tripto Adaku Uchendu Thai V. Le Mattia Setzu F. Giannotti Dongwon Lee DeLMO 31 6 0 25 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 38 33 0 23 Oct 2023