DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service

Yu Liu, Zibo Wang, Yifei Zhu +1

Federated learning (FL) has emerged as a prevalent distributed machine learning scheme that enables collaborative model training without aggregating raw data. Cloud service provide…