A Quantitative Metric for Privacy Leakage in Federated Learning

Yong Liu, Xinghua Zhu, Jianzong Wang +1

In the federated learning system, parameter gradients are shared among participants and the central modulator, while the original data never leave their protected source domain. Ho…