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Federated Learning Enabled IDS for Internet of Things on non-IID Data

Critical applications in IoT systems are being targeted by attackers. Using a smart intrusion detection system (IDS) is crucial for protecting IoT systems. Centralized learning is commonly used to create smart IDS and has been successful in IoT networks. However, the Iot nodes in critical applicatio...

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Main Authors: Omar Elnakib, Eman shaaban, Mohamed Mahmoud, Karim Emara
Format: Artigo
Language:Inglês
Published: Ain Shams University, Faculty of Computer and Information Science 2024-03-01
Series:International Journal of Intelligent Computing and Information Sciences
Subjects:
Federated Learning
Cyber Security
Intrusion Detection
Deep Learning
Distributed Learning
Online Access:https://ijicis.journals.ekb.eg/article_347142_930e1bea6812397b2b8cc254cc4f956f.pdf
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