FedOpt: Towards Communication Efficiency and Privacy Preservation in Federated Learning

Artificial Intelligence (AI) has been applied to solve various challenges of real-world problems in recent years. However, the emergence of new AI technologies has brought several problems, especially with regard to communication efficiency, security threats and privacy violations. Towards this end,...

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Bibliographic Details
Main Authors: Muhammad Asad, Ahmed Moustafa, Takayuki Ito
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/8/2864