Revolutionizing intrusion detection in industrial IoT with distributed learning and deep generative techniques

In response to escalating cyber threats and privacy issues within the Industrial Internet of Things (IIoT), this research presents FedGenID, an advanced Federated Generative Intrusion Detection System, to safeguard IIoT networks. Our approach introduces a three-model framework: 1) a federated gene...

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Bibliographic Details
Main Authors: Hamouda, Djallel, Ferrag, Mohamed Amine, Nadjette, Benhamida, Hamid, Seridi, Ghanem, Mohamed Chahine
Format: Article
Language:English
Published: Elsevier 2024
Subjects:
Online Access:https://repository.londonmet.ac.uk/9190/13/1-s2.0-S254266052400091X-main.pdf