A Hierarchical Machine Learning Method for Detection and Visualization of Network Intrusions from Big Data

Machine learning is regarded as an effective approach in network intrusion detection, and has gained significant attention in recent studies. However, few intrusion detection methods have been successfully applied to detect anomalies in large-scale network traffic data, and low explainability of the...

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Autors principals:	Jinrong Wu, Su Nguyen, Thimal Kempitiya, Damminda Alahakoon
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2024-10-01
Col·lecció:	Technologies
Matèries:	clustering distributed artificial intelligence cloud computing network problems network-level security and protection parallel processing
Accés en línia:	https://www.mdpi.com/2227-7080/12/10/204
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