Transfer learning with XAI for robust malware and IoT network security

Abstract Malware that exploits user privacy has increased in recent decades, and this trend has been linked to shifting international regulations, the expansion of Internet services, and the growth of electronic commerce. Furthermore, it is very challenging to detect privacy malware that uses obfusc...

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Autors principals:	Ahmad Almadhor, Shtwai Alsubai, Natalia Kryvinska, Abdullah Al Hejaili, Belgacem Bouallegue, Mohamed Ayari, Sidra Abbas
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2025-07-01
Col·lecció:	Scientific Reports
Matèries:	Memory dump analysis Transfer learning Intrusion detection system Deep neural networks Shapley additive explanations Malware attacks
Accés en línia:	https://doi.org/10.1038/s41598-025-12404-w
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