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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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Principais autores: Jinrong Wu, Su Nguyen, Thimal Kempitiya, Damminda Alahakoon
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-10-01
Serier:Technologies
Fag:
clustering
distributed artificial intelligence
cloud computing
network problems
network-level security and protection
parallel processing
Online adgang:https://www.mdpi.com/2227-7080/12/10/204
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