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Privacy and Security in Distributed Learning: A Review of Challenges, Solutions, and Open Research Issues

In recent years, the way that machine learning is used has undergone a paradigm shift driven by distributed and collaborative learning. Several approaches have emerged to enable pervasive computing and distributed learning in ubiquitous Internet of Things (IoT) systems. Numerous decentralized strate...

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Principais autores: Muhammad Usman Afzal, Alaa Awad Abdellatif, Muhammad Zubair, Muhammad Qasim Mehmood, Yehia Massoud
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2023-01-01
Serier:IEEE Access
Fag:
Data privacy and security
Internet of Things (IoT)
deep learning
adversarial attacks
Online adgang:https://ieeexplore.ieee.org/document/10278413/
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