Federated Learning’s Privacy Mirage in Mobile Health: Why Model Updates Can Re-identify Patients and What Regulators & Developers Are Missing
Federated Learning’s Privacy Mirage in Mobile Health sounds reassuring: keep raw data on devices while safely training models server-side. But…