A Watermark for Large Language Models

24 January 2023

Papers citing "A Watermark for Large Language Models"

50 / 319 papers shown

Title
AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models Sicheng Zhu Ruiyi Zhang Bang An Gang Wu Joe Barrow Zichao Wang Furong Huang A. Nenkova Tong Sun SILM AAML 30 40 0 23 Oct 2023
Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models Matthieu Meeus Shubham Jain Marek Rei Yves-Alexandre de Montjoye MIALM 28 30 0 23 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 29 23 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 31 27 0 18 Oct 2023
Watermarking LLMs with Weight Quantization Linyang Li Botian Jiang Pengyu Wang Ke Ren Hang Yan Xipeng Qiu MQ WaLM 13 11 0 17 Oct 2023
Data Contamination Through the Lens of Time Manley Roberts Himanshu Thakur Christine Herlihy Colin White Samuel Dooley 84 31 0 16 Oct 2023
Embarrassingly Simple Text Watermarks Ryoma Sato Yuki Takezawa Han Bao Kenta Niwa Makoto Yamada WaLM 26 14 0 13 Oct 2023
SeqXGPT: Sentence-Level AI-Generated Text Detection Pengyu Wang Linyang Li Ke Ren Botian Jiang Dong Zhang Xipeng Qiu DeLMO 23 50 0 13 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 21 0 11 Oct 2023
A Semantic Invariant Robust Watermark for Large Language Models Aiwei Liu Leyi Pan Xuming Hu Shiao Meng Lijie Wen WaLM 42 55 0 10 Oct 2023
On the Zero-Shot Generalization of Machine-Generated Text Detectors Xiao Pu Jingyu Zhang Xiaochuang Han Yulia Tsvetkov Tianxing He DeLMO 36 14 0 08 Oct 2023
Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature Guangsheng Bao Yanbin Zhao Zhiyang Teng Linyi Yang Yue Zhang 26 130 0 08 Oct 2023
Zero-Shot Detection of Machine-Generated Codes Xianjun Yang Kexun Zhang Haifeng Chen Linda R. Petzold William Yang Wang Wei Cheng DeLMO 26 11 0 08 Oct 2023
How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts Tharindu Kumarage Paras Sheth Raha Moraffah Joshua Garland Huan Liu DeLMO 28 23 0 08 Oct 2023
AI Regulation in Europe: From the AI Act to Future Regulatory Challenges Philipp Hacker 23 8 0 06 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 34 0 0 06 Oct 2023
Hate Speech Detection in Limited Data Contexts using Synthetic Data Generation Aman Khullar Daniel K. Nkemelu Cuong V. Nguyen Michael L. Best 37 2 0 04 Oct 2023
On the Generalization of Training-based ChatGPT Detection Methods Han Xu Jie Ren Pengfei He Shenglai Zeng Yingqian Cui Amy Liu Hui Liu Jiliang Tang DeLMO 29 13 0 02 Oct 2023
Mirror Diffusion Models for Constrained and Watermarked Generation Guan-Horng Liu T. Chen Evangelos A. Theodorou Molei Tao DiffM 18 22 0 02 Oct 2023
Necessary and Sufficient Watermark for Large Language Models Yuki Takezawa Ryoma Sato Han Bao Kenta Niwa Makoto Yamada WaLM 50 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 14 0 01 Oct 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 39 158 0 25 Sep 2023
From Text to Source: Results in Detecting Large Language Model-Generated Content Wissam Antoun Benoît Sagot Djamé Seddah DeLMO 33 11 0 23 Sep 2023
TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles Adaku Uchendu Thai Le Dongwon Lee DeLMO 24 3 0 22 Sep 2023
Unbiased Watermark for Large Language Models Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 38 45 0 22 Sep 2023
A Statistical Turing Test for Generative Models Hayden Helm Carey E. Priebe Weiwei Yang DeLMO 24 7 0 16 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer Arkadiy Saakyan Smaranda Muresan 23 3 0 15 Sep 2023
Detecting ChatGPT: A Survey of the State of Detecting ChatGPT-Generated Text Mahdi Dhaini Wessel Poelman Ege Erdogan DeLMO 49 12 0 14 Sep 2023
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate Yuancheng Xu Chenghao Deng Yanchao Sun Ruijie Zheng Xiyao Wang Jieyu Zhao Furong Huang 35 4 0 07 Sep 2023
J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News Tharindu Kumarage Amrita Bhattacharjee Djordje Padejski Kristy Roschke Dan Gillmor Scott W. Ruston Huan Liu Joshua Garland DeLMO 21 9 0 06 Sep 2023
Do You Trust ChatGPT? -- Perceived Credibility of Human and AI-Generated Content Martin Huschens Martin Briesch Dominik Sobania Franz Rothlauf 13 12 0 05 Sep 2023
Studying the impacts of pre-training using ChatGPT-generated text on downstream tasks Sarthak Anand 21 0 0 02 Sep 2023
Towards Code Watermarking with Dual-Channel Transformations Borui Yang Wei Li Liyao Xiang Bo-wen Li 28 8 0 02 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 37 92 0 28 Aug 2023
AI Deception: A Survey of Examples, Risks, and Potential Solutions Peter S. Park Simon Goldstein Aidan O'Gara Michael Chen Dan Hendrycks 30 141 0 28 Aug 2023
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 39 78 0 24 Aug 2023
How to Protect Copyright Data in Optimization of Large Language Models? T. Chu Zhao-quan Song Chiwun Yang 40 29 0 23 Aug 2023
A Cost Analysis of Generative Language Models and Influence Operations Micah Musser 32 19 0 07 Aug 2023
PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification Hongwei Yao Jian Lou Kui Ren Zhan Qin AAML VLM 37 25 0 05 Aug 2023
Dual Governance: The intersection of centralized regulation and crowdsourced safety mechanisms for Generative AI Avijit Ghosh D. Lakshmi 30 3 0 02 Aug 2023
Fighting Fire with Fire: Can ChatGPT Detect AI-generated Text? Amrita Bhattacharjee Huang Liu DeLMO 22 56 0 02 Aug 2023
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models Kiyoon Yoo Wonhyuk Ahn Nojun Kwak WaLM 30 17 0 01 Aug 2023
NLLG Quarterly arXiv Report 06/23: What are the most influential current AI Papers? Steffen Eger Christoph Leiter Jonas Belouadi Ran Zhang Aida Kostikova Daniil Larionov Yanran Chen Vivian Fresen AI4CE 29 4 0 31 Jul 2023
SAKSHI: Decentralized AI Platforms S. Bhat Canhui Chen Zerui Cheng Zhixuan Fang Ashwin Hebbar ... Ranvir Rana Peiyao Sheng Himanshu Tyagi Pramod Viswanath Xuechao Wang 13 4 0 31 Jul 2023
Anatomy of an AI-powered malicious social botnet Kai-Cheng Yang Filippo Menczer DeLMO 43 67 0 30 Jul 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 54 31 0 30 Jul 2023
Towards Codable Watermarking for Injecting Multi-bits Information to LLMs Lean Wang Wenkai Yang Deli Chen Hao Zhou Yankai Lin Fandong Meng Jie Zhou Xu Sun WaLM 39 15 0 29 Jul 2023
Three Bricks to Consolidate Watermarks for Large Language Models Pierre Fernandez Antoine Chaffin Karim Tit Vivien Chappelier Teddy Furon WaLM 19 47 0 26 Jul 2023
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples Ryuto Koike Masahiro Kaneko Naoaki Okazaki DeLMO 40 74 0 21 Jul 2023
Is ChatGPT Involved in Texts? Measure the Polish Ratio to Detect ChatGPT-Generated Text Lingyi Yang Feng Jiang Haizhou Li DeLMO 42 23 0 21 Jul 2023