A Filter Feature Selection Algorithm Based on Mutual Information for Intrusion Detection

A Filter Feature Selection Algorithm Based on Mutual Information for Intrusion Detection

For a large number of network attacks, feature selection is used to improve intrusion detection efficiency. A new mutual information algorithm of the redundant penalty between features (RPFMI) algorithm with the ability to select optimal features is proposed in this paper. Three factors are consider...

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Bibliographic Details
Main Authors: Fei Zhao, Jiyong Zhao, Xinxin Niu, Shoushan Luo, Yang Xin
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Applied Sciences
Subjects:
feature selection
mutual information
intrusion detection
classification
Online Access:http://www.mdpi.com/2076-3417/8/9/1535

Internet

http://www.mdpi.com/2076-3417/8/9/1535

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