A Review on Federated Learning and Machine Learning Approaches: Categorization, Application Areas, and Blockchain Technology

A Review on Federated Learning and Machine Learning Approaches: Categorization, Application Areas, and Blockchain Technology

Federated learning (FL) is a scheme in which several consumers work collectively to unravel machine learning (ML) problems, with a dominant collector synchronizing the procedure. This decision correspondingly enables the training data to be distributed, guaranteeing that the individual device’s data...

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Bibliographic Details
Main Authors: Roseline Oluwaseun Ogundokun, Sanjay Misra, Rytis Maskeliunas, Robertas Damasevicius
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Information
Subjects:
federated learning
machine learning
PRISMA
blockchain technology
systematic review
Online Access:https://www.mdpi.com/2078-2489/13/5/263

Internet

https://www.mdpi.com/2078-2489/13/5/263

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