A Combination Strategy of Feature Selection Based on an Integrated Optimization Algorithm and Weighted K-Nearest Neighbor to Improve the Performance of Network Intrusion Detection

A Combination Strategy of Feature Selection Based on an Integrated Optimization Algorithm and Weighted K-Nearest Neighbor to Improve the Performance of Network Intrusion Detection

With the widespread use of the Internet, network security issues have attracted more and more attention, and network intrusion detection has become one of the main security technologies. As for network intrusion detection, the original data source always has a high dimension and a large amount of da...

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Bibliographic Details
Main Authors: Hui Xu, Krzysztof Przystupa, Ce Fang, Andrzej Marciniak, Orest Kochan, Mykola Beshley
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Electronics
Subjects:
network intrusion detection
performance
feature selection
integrated optimization algorithm
weighted K-nearest neighbor
Online Access:https://www.mdpi.com/2079-9292/9/8/1206

Internet

https://www.mdpi.com/2079-9292/9/8/1206

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