An End-Process Blockchain-Based Secure Aggregation Mechanism Using Federated Machine Learning

An End-Process Blockchain-Based Secure Aggregation Mechanism Using Federated Machine Learning

Federated Learning (FL) is a distributed Deep Learning (DL) technique that creates a global model through the local training of multiple edge devices. It uses a central server for model communication and the aggregation of post-trained models. The central server orchestrates the training process by...

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Bibliographic Details
Main Authors: Washington Enyinna Mbonu, Carsten Maple, Gregory Epiphaniou
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Electronics
Subjects:
artificial intelligence
deep learning
federated learning
blockchain
secure aggregation
Online Access:https://www.mdpi.com/2079-9292/12/21/4543

Internet

https://www.mdpi.com/2079-9292/12/21/4543

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