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Toward provably private learning from federated data
New FL system uses TEEs for verifiable privacy guarantees.
Google Research announced a new Federated Learning system that uses Trusted Execution Environments (TEEs) to provide externally verifiable privacy guarantees.
The system shifts computation to the server to improve training speed, accuracy, and device coverage.
Gboard has already adopted the new system and is benefiting from substantially faster compute times.
From the source
We announce a new Federated Learning system that provides externally verifiable privacy guarantees while shifting computation to the server to improve training speed, accuracy, and device coverage.
research.google
