Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection

Shulai Zhang, Zirui Li, Quan Chen +3

Federated learning (FL) is a distributed machine learning paradigm that allows clients to collaboratively train a model over their own local data. FL promises the privacy of client…