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Hierarchical Classification of Botnet Using Lightweight CNN

This paper addresses the persistent threat of botnet attacks on IoT devices, emphasizing their continued existence despite various conventional and deep learning methodologies developed for intrusion detection. Utilizing the Bot-IoT dataset, we propose a hierarchical CNN (HCNN) approach featuring th...

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Principais autores: Worku Gachena Negera, Friedhelm Schwenker, Degaga Wolde Feyisa, Taye Girma Debelee, Henock Mulugeta Melaku
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-05-01
Serier:Applied Sciences
Fag:
botnet
botnet attack
Bot-IoT
classification
CNN
hierarchical
Online adgang:https://www.mdpi.com/2076-3417/14/10/3966
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