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Split Federated Learning for Secure IoT Applications

Name: Split Federated Learning for Secure IoT Applications
Brand: The Institution of Engineering and Technology
SKU: 51977242
Price: 74260 HUF
Availability: InStock
Author: Gururaj Harinahalli Lokesh
ISBN: 9781837243822

Concepts, frameworks, applications and case studies

Gururaj Harinahalli Lokesh

Geetabai S. Hukkeri

N.Z. Jhanjhi

Hong Lin

Language

English

E-book Adobe ePub DRM

Publishers The Institution of Engineering and Technology, October 2024

New approaches in federated learning and split learning have the potential to significantly improve... Full description

Libristo code: 51977242

496 b

74 260 Ft

In stock Immediate digital delivery

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New approaches in federated learning and split learning have the potential to significantly improve ubiquitous intelligence in internet of things (IoT) applications. In split federated learning, the machine learning model is divided into smaller network segments, with each segment trained independently on a server using distributed local client data.