Reconciling Security and Communication Efficiency in Federated Learning

Karthik Prasad, Sayan Ghosh, Graham Cormode +3

Cross-device Federated Learning is an increasingly popular machine learning setting to train a model by leveraging a large population of client devices with high privacy and securi…