Google has announced a new machine learning solution that doesn’t require all related data to leave a device, which it dubbed as “federated learning.” In a somewhat radical change in its machine ...

Differentially Private Federated Learning (DPFL) is designed to enhance the privacy in Federated Learning (FL). As DPFL operates in the distributed settings, there exist potential malicious ...

Google has begun using a machine learning approach to learn from user interactions with mobile devices. Currently under testing in the Gboard on Android keyboard, Federated Learning lets smartphones ...