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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מידע ביבליוגרפי

Principais autores:	Xiaoying Shen, Hang Jiang, Yange Chen, Baocang Wang, Le Gao
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	MDPI AG 2023-03-01
סדרה:	Entropy
נושאים:	federated learning privacy protection local differential privacy personalization
גישה מקוונת:	https://www.mdpi.com/1099-4300/25/3/485
תגים:	הוספת תג אין תגיות, היה/י הראשונ/ה לתייג את הרשומה!