Federated learning : privacy and incentive / Qiang Yang, Lixin Fan, Han Yu (eds.)

This book provides a comprehensive and self-contained introduction to Federated Learning, ranging from the basic knowledge and theories to various key applications, and the privacy and incentive factors are the focus of the whole book. This book is timely needed since Federated Learning is getting p...

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Bibliographic Details

Online Access:	Full Text (via Springer)
Other Authors:	Yang, Qiang, 1961- (Editor), Fan, Lixin (Editor), Yu, Han (Editor)
Format:	eBook
Language:	English
Published:	Cham : Springer, [2020]
Series:	Lecture notes in computer science ; 12500. Lecture notes in computer science. Lecture notes in artificial intelligence.
Subjects:	Machine learning. Federated database systems. Application software. Artificial intelligence. Computer networks. Computer security.