Federated Learning

Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms

Authors: Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu | Published: 2018-06-06
Privacy Protection Method
Certified Robustness
Federated Learning

Differentially Private Federated Learning: A Client Level Perspective

Authors: Robin C. Geyer, Tassilo Klein, Moin Nabi | Published: 2017-12-20 | Updated: 2018-03-01
Client-Side Component
Privacy Protection
Federated Learning