An intrusion detection model based on Convolutional Kolmogorov-Arnold Networks

Abstract The application of artificial neural networks (ANNs) can be found in numerous fields, including image and speech recognition, natural language processing, and autonomous vehicles. As well, intrusion detection, the subject of this paper, relies heavily on it. Different intrusion detection mo...

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Autores principales:	Zhen Wang, Anazida Zainal, Maheyzah Md Siraj, Fuad A. Ghaleb, Xue Hao, Shaoyong Han
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Nature Portfolio 2025-01-01
Colección:	Scientific Reports
Materias:	Kolmogorov-Arnold Networks Convolutional neural network Intrusion detection Deep learning Artificial intelligence
Acceso en línea:	https://doi.org/10.1038/s41598-024-85083-8
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