GraphFedAI framework for DDoS attack detection in IoT systems using federated learning and graph based artificial intelligence

GraphFedAI framework for DDoS attack detection in IoT systems using federated learning and graph based artificial intelligence

Abstract The Internet of Things (IoT) consists of physical objects and devices embedded with network connectivity, software, and sensors to collect and transmit data. The development of the Internet of Things (IoT) has led to various security and privacy issues, including distributed denial-of-servi...

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Bibliographic Details
Main Authors: Mohd Anjum, Ashit Kumar Dutta, Ali Elrashidi, Sana Shahab, Asma Aldrees, Zaffar Ahmed Shaikh, Abeer Aljohani
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Internet of things
Federated learning
Graph-based neural networks
Scalability
Privacy
False positive rate
Online Access:https://doi.org/10.1038/s41598-025-10826-0
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