PLDP-FL: Federated Learning with Personalized Local Differential Privacy

As a popular machine learning method, federated learning (FL) can effectively solve the issues of data silos and data privacy. However, traditional federated learning schemes cannot provide sufficient privacy protection. Furthermore, most secure federated learning schemes based on local differential...

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Bibliographic Details

Published in:	Entropy
Main Authors:	Xiaoying Shen, Hang Jiang, Yange Chen, Baocang Wang, Le Gao
Format:	Article
Language:	English
Published:	MDPI AG 2023-03-01
Subjects:	federated learning privacy protection local differential privacy personalization
Online Access:	https://www.mdpi.com/1099-4300/25/3/485