Blind Federated Learning without initial model

Abstract Federated learning is an emerging machine learning approach that allows the construction of a model between several participants who hold their own private data. This method is secure and privacy-preserving, suitable for training a machine learning model using sensitive data from different...

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Bibliographic Details
Main Authors: Jose L. Salmeron, Irina Arévalo
Format: Article
Language:English
Published: SpringerOpen 2024-04-01
Series:Journal of Big Data
Subjects:
Online Access:https://doi.org/10.1186/s40537-024-00911-y