A Hybrid Dimensionality Reduction for Network Intrusion Detection

A Hybrid Dimensionality Reduction for Network Intrusion Detection

Due to the wide variety of network services, many different types of protocols exist, producing various packet features. Some features contain irrelevant and redundant information. The presence of such features increases computational complexity and decreases accuracy. Therefore, this research is de...

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Bibliographic Details
Main Authors: Humera Ghani, Shahram Salekzamankhani, Bal Virdee
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Journal of Cybersecurity and Privacy
Subjects:
network security
network traffic anomalies
intrusion detection
dimensionality reduction
principal component analysis
recursive feature elimination
Online Access:https://www.mdpi.com/2624-800X/3/4/37

Internet

https://www.mdpi.com/2624-800X/3/4/37

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