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A malware detection system using a hybrid approach of multi-heads attention-based control flow traces and image visualization

Android is the most widely used mobile platform, making it a prime target for malicious attacks. Therefore, it is imperative to effectively circumvent these attacks. Recently, machine learning has been a promising solution for malware detection, which relies on distinguishing features. While machine...

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Detalles Bibliográficos
Autores principales: Ullah, Farhan, Srivastava, Gautam, Ullah, Shamsher
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9633577/
https://www.ncbi.nlm.nih.gov/pubmed/36345308
http://dx.doi.org/10.1186/s13677-022-00349-8