An intrusion detection model based on Convolutional Kolmogorov-Arnold Networks

Zhen Wang; Anazida Zainal; Maheyzah Md Siraj; Fuad A. Ghaleb; Xue Hao; Shaoyong Han

doi:10.1038/s41598-024-85083-8

An intrusion detection model based on Convolutional Kolmogorov-Arnold Networks

Zhen Wang, Anazida Zainal, Maheyzah Md Siraj, Fuad A. Ghaleb, Xue Hao, Shaoyong Han^*

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

10 Citations (SciVal)

Original language	English
Article number	1917
Journal	Scientific Reports
Volume	15
Issue number	1
DOIs	https://doi.org/10.1038/s41598-024-85083-8
Publication status	Published (VoR) - 14 Jan 2025

Funding

The Talents Subsidized Project (R23165) of Tongling University under Grant 2024tlxyrc020. The research project (K24061) of Tongling University under Grant 2024tlxyxdz280.

Funders	Funder number
Tongling University	2024tlxyrc020, 2024tlxyxdz280, K24061
Tongling University

Keywords

Artificial intelligence
Convolutional neural network
Deep learning
Intrusion detection
Kolmogorov-Arnold Networks

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10.1038/s41598-024-85083-8Licence: CC BY-NC-ND

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title = "An intrusion detection model based on Convolutional Kolmogorov-Arnold Networks",

keywords = "Artificial intelligence, Convolutional neural network, Deep learning, Intrusion detection, Kolmogorov-Arnold Networks",

author = "Zhen Wang and Anazida Zainal and Siraj, \{Maheyzah Md\} and Ghaleb, \{Fuad A.\} and Xue Hao and Shaoyong Han",

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AU - Zainal, Anazida

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AU - Ghaleb, Fuad A.

AU - Hao, Xue

AU - Han, Shaoyong

N1 - Publisher Copyright: © The Author(s) 2025.

PY - 2025/1/14

Y1 - 2025/1/14

KW - Artificial intelligence

KW - Convolutional neural network

KW - Deep learning

KW - Intrusion detection

KW - Kolmogorov-Arnold Networks

UR - https://www.open-access.bcu.ac.uk/16602/

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DO - 10.1038/s41598-024-85083-8

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SN - 2045-2322

VL - 15

JO - Scientific Reports

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An intrusion detection model based on Convolutional Kolmogorov-Arnold Networks

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Keywords

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