Scalable and Private Federated Learning Using Distributed Differential Privacy and Secure Aggregation

Wenjing Wei, Farid Nait-Abdesselam, Alla Jammine

This article presents DDP-SA, a scalable privacy-preserving federated learning framework that jointly leverages client-side local differential privacy (LDP) and full-threshold addi…