Dopamine: Differentially Private Federated Learning on Medical Data

Mohammad Malekzadeh, Burak Hasircioglu, Nitish Mital +3

While rich medical datasets are hosted in hospitals distributed across the world, concerns on patients' privacy is a barrier against using such data to train deep neural networks (…