Protecting Language Generation Models via Invisible Watermarking

Protecting Language Generation Models via Invisible Watermarking

6 February 2023

Lei Li

Papers citing "Protecting Language Generation Models via Invisible Watermarking"

14 / 14 papers shown

Title
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection Guangsheng Bao Yanbin Zhao Juncai He Yue Zhang VLM 137 2 0 20 Feb 2025
Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 194 385 0 20 Jan 2025
Ward: Provable RAG Dataset Inference via LLM Watermarks Nikola Jovanović Robin Staab Maximilian Baader Martin Vechev 359 3 0 04 Oct 2024
ModelShield: Adaptive and Robust Watermark against Model Extraction Attack Kaiyi Pang Tao Qi Chuhan Wu Minhao Bai Minghu Jiang Yongfeng Huang AAML WaLM 91 3 0 03 May 2024
Necessary and Sufficient Watermark for Large Language Models Yuki Takezawa Ryoma Sato Han Bao Kenta Niwa Makoto Yamada WaLM 75 8 0 02 Oct 2023
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Xuanli He Xingliang Yuan Lingjuan Lyu Fangzhao Wu Chenguang Wang WaLM 228 97 0 05 Dec 2021
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! Xuanli He Lingjuan Lyu Xingliang Yuan Lichao Sun MIACV SILM 65 95 0 18 Mar 2021
Imitation Attacks and Defenses for Black-box Machine Translation Systems Eric Wallace Mitchell Stern D. Song AAML 68 123 0 30 Apr 2020
Thieves on Sesame Street! Model Extraction of BERT-based APIs Kalpesh Krishna Gaurav Singh Tomar Ankur P. Parikh Nicolas Papernot Mohit Iyyer MIACV MLAU 102 200 0 27 Oct 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 95 3,147 0 01 Apr 2019
Stealing Machine Learning Models via Prediction APIs Florian Tramèr Fan Zhang Ari Juels Michael K. Reiter Thomas Ristenpart SILM MLAU 102 1,803 0 09 Sep 2016
A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories N. Mostafazadeh Nathanael Chambers Xiaodong He Devi Parikh Dhruv Batra Lucy Vanderwende Pushmeet Kohli James F. Allen 125 710 0 06 Apr 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 195 7,729 0 31 Aug 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 631 31,469 0 16 Jan 2013