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Generative adversarial networks and image-based malware classification

For efficient malware removal, determination of malware threat levels, and damage estimation, malware family classification plays a critical role. In this paper, we extract features from malware executable files and represent them as images using various approaches. We then focus on generative adver...

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Detalles Bibliográficos
Autores principales: Nguyen, Huy, Di Troia, Fabio, Ishigaki, Genya, Stamp, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Paris 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9923654/
http://dx.doi.org/10.1007/s11416-023-00465-2