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Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks

Due to the growing rise of cyber attacks in the Internet, the demand of accurate intrusion detection systems (IDS) to prevent these vulnerabilities is increasing. To this aim, Machine Learning (ML) components have been proposed as an efficient and effective solution. However, its applicability scope...

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Detalles Bibliográficos
Autores principales: Mozo, Alberto, González-Prieto, Ángel, Pastor, Antonio, Gómez-Canaval, Sandra, Talavera, Edgar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8825844/
https://www.ncbi.nlm.nih.gov/pubmed/35136144
http://dx.doi.org/10.1038/s41598-022-06057-2