FedPS: Federated Preprocessing for structured data via aggregated Statistics

Xuefeng Xu, Graham Cormode

Federated Learning (FL) enables multiple parties to collaboratively train machine learning models without sharing raw data. However, before training, data must be preprocessed to a…