Protection Against Reconstruction and Its Applications in Private Federated Learning

Abhishek Bhowmick, John Duchi, Julien Freudiger +2

In large-scale statistical learning, data collection and model fitting are moving increasingly toward peripheral devices---phones, watches, fitness trackers---away from centralized…