Strengthening network DDOS attack detection in heterogeneous IoT environment with federated XAI learning approach

Strengthening network DDOS attack detection in heterogeneous IoT environment with federated XAI learning approach

Abstract Due to the rising use of the Internet of Things (IoT), the connectivity of networks increases the risk of Distributed Denial of Service (DDoS) attacks. Decentralized systems commonly used in centralized security systems fail to adequately prevent potential cyber threats in IoT because of th...

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Bibliographic Details
Main Authors: Ahmad Almadhor, Ali Altalbe, Imen Bouazzi, Abdullah Al Hejaili, Natalia Kryvinska
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
Subjects:
Cyber-attacks
Distributed Denial of Service (DDoS)
Deep Learning
IoT
Federated Learning
Online Access:https://doi.org/10.1038/s41598-024-76016-6
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https://doi.org/10.1038/s41598-024-76016-6

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