Optimizing Privacy-Utility Trade-off in Decentralized Learning with Generalized Correlated Noise
Authors: Angelo Rodio, Zheng Chen, Erik G. Larsson | Published: 2025-01-24 | Updated: 2025-07-23
Characteristics of RDP
SEDML: Securely and Efficiently Harnessing Distributed Knowledge in Machine Learning
Authors: Yansong Gao, Qun Li, Yifeng Zheng, Guohong Wang, Jiannan Wei, Mang Su | Published: 2021-10-26
Computing Tight Differential Privacy Guarantees Using FFT
Authors: Antti Koskela, Joonas Jälkö, Antti Honkela | Published: 2019-06-07 | Updated: 2019-11-04
Subsampled Rényi Differential Privacy and Analytical Moments Accountant
Authors: Yu-Xiang Wang, Borja Balle, Shiva Kasiviswanathan | Published: 2018-07-31 | Updated: 2018-12-04