GaussMark: A Practical Approach for Structural Watermarking of Language Models
Authors: Adam Block, Ayush Sekhari, Alexander Rakhlin | Published: 2025-01-17
Watermarking
Neural Honeytrace: A Robust Plug-and-Play Watermarking Framework against Model Extraction Attacks
Authors: Yixiao Xu, Binxing Fang, Rui Wang, Yinghai Zhou, Shouling Ji, Yuan Liu, Mohan Li, Zhihong Tian | Published: 2025-01-16 | Updated: 2025-01-17
RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models
Authors: Peizhuo Lv, Mengjie Sun, Hao Wang, Xiaofeng Wang, Shengzhi Zhang, Yuxuan Chen, Kai Chen, Limin Sun | Published: 2025-01-09
FreqMark: Frequency-Based Watermark for Sentence-Level Detection of LLM-Generated Text
Authors: Zhenyu Xu, Kun Zhang, Victor S. Sheng | Published: 2024-10-09
Signal Watermark on Large Language Models
Authors: Zhenyu Xu, Victor S. Sheng | Published: 2024-10-09
Watermarking Decision Tree Ensembles
Authors: Stefano Calzavara, Lorenzo Cazzaro, Donald Gera, Salvatore Orlando | Published: 2024-10-06
Optimizing Adaptive Attacks against Watermarks for Language Models
Authors: Abdulrahman Diaa, Toluwani Aremu, Nils Lukas | Published: 2024-10-03 | Updated: 2025-05-21
A Watermark for Black-Box Language Models
Authors: Dara Bahri, John Wieting, Dana Alon, Donald Metzler | Published: 2024-10-02
Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking
Authors: Aakash Varma Nadimpalli, Ajita Rattani | Published: 2024-10-02
A novel application of Shapley values for large multidimensional time-series data: Applying explainable AI to a DNA profile classification neural network
Authors: Lauren Elborough, Duncan Taylor, Melissa Humphries | Published: 2024-09-26