Antonious-Grigis/Shuffled-Model-of-Differential-Privacy-in-Federated-Learning

Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.

Shuffled-Model-of-Differential-Privacy-in-Federated-Learning

Python implementation of the communication-efficient and differentially private SGD algorithm proposed in the paper:

Antonious Girgis, Deepesh Data, Suhas N. Diggavi, Peter Kairouz, and Ananda Theertha Suresh "Shuffled Model of Differential Privacy in Federated Learning." In The 24th International Conference on Artificial Intelligence and Statistics, AISTATS, 2021.

Please include a citation to the paper if you use this code.