Security of federated learning with IoT systems: Issues, limitations, challenges, and solutions

Security of federated learning with IoT systems: Issues, limitations, challenges, and solutions

Federated Learning (FL, or Collaborative Learning (CL)) has surely gained a reputation for not only building Machine Learning (ML) models that rely on distributed datasets, but also for starting to play a key role in security and privacy solutions to protect sensitive data and information from a var...

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Bibliographic Details
Main Authors: Jean-Paul A. Yaacoub, Hassan N. Noura, Ola Salman
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-01-01
Series:Internet of Things and Cyber-Physical Systems
Subjects:
Federated learning
Federated learning threats and attacks
Federated learning security solutions
Internet of things
Machine learning security
Online Access:http://www.sciencedirect.com/science/article/pii/S2667345223000226

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http://www.sciencedirect.com/science/article/pii/S2667345223000226

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