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Secure Federated Learning Algorithms for Vertical and Combined Data Partitioning

With the growing need for collaborative machine learning across institutions holding sensitive data, ensuring data privacy without compromising model performance has become an important challenge. This work introduces secure federated learning algorithms that use encryption and masking techniques to...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Amir Anees, Ding Ming, Gnana Bharathy, Lois Holloway
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2026-06-01
Cyfres:Future Internet
Pynciau:
Mynediad Ar-lein:https://www.mdpi.com/1999-5903/18/6/302
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!