Defending Against Data Reconstruction Attacks in Federated Learning: An Information Theory Approach

Qi Tan, Qi Li, Yi Zhao +3

Federated Learning (FL) trains a black-box and high-dimensional model among different clients by exchanging parameters instead of direct data sharing, which mitigates the privacy l…