An intrusion detection model based on Convolutional Kolmogorov-Arnold Networks

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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Bibliographic Details
Main Authors: Zhen Wang, Anazida Zainal, Maheyzah Md Siraj, Fuad A. Ghaleb, Xue Hao, Shaoyong Han
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Kolmogorov-Arnold Networks
Convolutional neural network
Intrusion detection
Deep learning
Artificial intelligence
Online Access:https://doi.org/10.1038/s41598-024-85083-8
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