Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems

With the proliferation of IoT devices, ensuring the security and privacy of these devices and their associated data has become a critical challenge. In this paper, we propose a federated sampling and lightweight intrusion-detection system for IoT networks that use K-meansfor sampling network traffic...

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Detalles Bibliográficos
Autores principales: Hajj, Suzan, Azar, Joseph, Bou Abdo, Jacques, Demerjian, Jacques, Guyeux, Christophe, Makhoul, Abdallah, Ginhac, Dominique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10458682/
https://www.ncbi.nlm.nih.gov/pubmed/37631575
http://dx.doi.org/10.3390/s23167038

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10458682/
https://www.ncbi.nlm.nih.gov/pubmed/37631575
http://dx.doi.org/10.3390/s23167038

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