QR kód

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...

Celý popis

Uloženo v:
Hlavní autoři: Osvaldo Arreche, Mustafa Abdallah
Médium: Artigo
Jazyk:Inglês
Vydáno: SpringerOpen 2025-04-01
Edice:EURASIP Journal on Information Security
Témata:
Explainable AI
XAI evaluation
Intrusion detection systems
LRP
Integrated gradients
Network security
On-line přístup:https://doi.org/10.1186/s13635-025-00201-x
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Podobné jednotky