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Ransomware detection using deep learning based unsupervised feature extraction and a cost sensitive Pareto Ensemble classifier

Ransomware attacks pose a serious threat to Internet resources due to their far-reaching effects. It’s Zero-day variants are even more hazardous, as less is known about them. In this regard, when used for ransomware attack detection, conventional machine learning approaches may become data-dependent...

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Detalles Bibliográficos
Autores principales: Zahoora, Umme, Khan, Asifullah, Rajarajan, Muttukrishnan, Khan, Saddam Hussain, Asam, Muhammad, Jamal, Tauseef
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9485118/
https://www.ncbi.nlm.nih.gov/pubmed/36123364
http://dx.doi.org/10.1038/s41598-022-19443-7