Exploring Homomorphic Encryption and Differential Privacy Techniques towards Secure Federated Learning Paradigm

The trend of the next generation of the internet has already been scrutinized by top analytics enterprises. According to Gartner investigations, it is predicted that, by 2024, 75% of the global population will have their personal data covered under privacy regulations. This alarming statistic necess...

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Bibliographic Details

Published in:	Future Internet
Main Authors:	Rezak Aziz, Soumya Banerjee, Samia Bouzefrane, Thinh Le Vinh
Format:	Article
Language:	English
Published:	MDPI AG 2023-09-01
Subjects:	federated learning differential privacy homomorphic encryption privacy accuracy
Online Access:	https://www.mdpi.com/1999-5903/15/9/310