Helen C. Leligou

Federated Learning: Attacks and Defenses, Rewards, Energy Efficiency: Past, Present and Future

2024 · WSEAS Transactions on Computers archive

Federated Learning (FL) was first introduced as an idea by Google in 2016, in which multiple devices jointly train a machine learning model without sharing their data under the supervision of a central server. This …