/fl-secure-aggregation

Secure Aggregation Implementation for Federated Learning

Secure Aggregation

An Implementation of Secure Aggregation in Python language

Reference

  1. Bonawitz, Keith, Vladimir Ivanov, Ben Kreuter, Antonio Marcedone, H. Brendan McMahan, Sarvar Patel, Daniel Ramage, Aaron Segal, and Karn Seth. "Practical secure aggregation for privacy-preserving machine learning." In proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, pp. 1175-1191. 2017.