Whispers of Data: Unveiling Label Distributions in Federated Learning Through Virtual Client Simulation

Zhixuan Ma, Haichang Gao, Junxiang Huang +1

Federated Learning enables collaborative training of a global model across multiple geographically dispersed clients without the need for data sharing. However, it is susceptible t…