Privacy & Security

Federated Learning

A machine learning approach where models are trained across multiple decentralized devices holding local data samples, without exchanging them, thereby preserving privacy.

Examples & Use Cases

  • Mobile keyboard prediction
  • Healthcare data analysis
  • Cross-silo machine learning

Related Terms

AI Privacy
Distributed Learning
Privacy-Preserving AI

Category

Privacy & Security