Layer-wise Characterization of Latent Information Leakage in Federated Learning

Fan Mo, Anastasia Borovykh, Mohammad Malekzadeh +2

Training deep neural networks via federated learning allows clients to share, instead of the original data, only the model trained on their data. Prior work has demonstrated that i…