Machine learning based fileless malware traffic classification using image visualization

Machine learning based fileless malware traffic classification using image visualization

Abstract In today’s interconnected world, network traffic is replete with adversarial attacks. As technology evolves, these attacks are also becoming increasingly sophisticated, making them even harder to detect. Fortunately, artificial intelligence (AI) and, specifically machine learning (ML), have...

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Bibliographic Details
Main Authors: Fikirte Ayalke Demmese, Ajaya Neupane, Sajad Khorsandroo, May Wang, Kaushik Roy, Yu Fu
Format: Article
Language:English
Published: SpringerOpen 2023-12-01
Series:Cybersecurity
Subjects:
Network security
Traffic classification
Fileless malware
Image visualization
Machine learning
Intrusion detection
Online Access:https://doi.org/10.1186/s42400-023-00170-z

Internet

https://doi.org/10.1186/s42400-023-00170-z

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