Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer

Hongyan Chang, Virat Shejwalkar, Reza Shokri +1

Collaborative (federated) learning enables multiple parties to train a model without sharing their private data, but through repeated sharing of the parameters of their local model…