GaussMark: A Practical Approach for Structural Watermarking of Language Models
Authors: Adam Block, Ayush Sekhari, Alexander Rakhlin | Published: 2025-01-17
Hypothesis Testing
Bringing Order Amidst Chaos: On the Role of Artificial Intelligence in Secure Software Engineering
Authors: Matteo Esposito | Published: 2025-01-09
A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models
Authors: Yinpeng Cai, Lexin Li, Linjun Zhang | Published: 2025-01-05
Robust Kernel Hypothesis Testing under Data Corruption
Authors: Antonin Schrab, Ilmun Kim | Published: 2024-05-30
How Much Does Each Datapoint Leak Your Privacy? Quantifying the Per-datum Membership Leakage
Authors: Achraf Azize, Debabrota Basu | Published: 2024-02-15
Gaussian Membership Inference Privacy
Authors: Tobias Leemann, Martin Pawelczyk, Gjergji Kasneci | Published: 2023-06-12 | Updated: 2023-10-26
Approximate Data Deletion in Generative Models
Authors: Zhifeng Kong, Scott Alfeld | Published: 2022-06-29
On the Use of CSI for the Generation of RF Fingerprints and Secret Keys
Authors: Muralikrishnan Srinivasan, Sotiris Skaperas, Arsenia Chorti | Published: 2021-10-28