Privacy-preserving Quantification of Non-IID Degree in Federated Learning

Yuping Yan, Yizhi Wang, Yingchao Yu +1

Federated learning (FL) offers a privacy-preserving approach to machine learning for multiple collaborators without sharing raw data. However, the existence of non-independent and…