Federated learning

How is it possible to allow multiple data owners to collaboratively train and use a shared prediction model while keeping all the local training data private? Traditional machine learning approaches need to combine all data at one location, typically a data center, which may very well violate the la...

Ausführliche Beschreibung

Bibliographische Detailangaben

1. Verfasser:	Yang, Qiang 1961- (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	[San Rafael, California] Morgan & Claypool [2020]
Schriftenreihe:	Synthesis lectures on artificial intelligence and machine learning #43
Schlagworte:	Machine learning Federated database systems Data protection
Online-Zugang:	TUM01 URL des Erstveröffentlichers
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