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A comparative analysis of DNN-based white-box explainable AI methods in network security

Abstract New research focuses on creating artificial intelligence (AI) solutions for network intrusion detection systems (NIDS), drawing its inspiration from the ever-growing number of intrusions on networked systems, increasing its complexity and intelligibility. Hence, the use of explainable AI (X...

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Autores principales: Osvaldo Arreche, Mustafa Abdallah
Formato: Artigo
Lenguaje:Inglês
Publicado: SpringerOpen 2025-04-01
Colección:EURASIP Journal on Information Security
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Acceso en línea:https://doi.org/10.1186/s13635-025-00201-x
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