A feature selection algorithm combining information gain and multi-objective genetic search for intrusion detection system

In order to improve the detection rate and speed of intrusion detection system, this paper proposes a feature selection algorithm. The algorithm uses information gain to rank the features in descending order, and then uses a multi-objective genetic algorithm to gradually search the ranking features...

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Bibliographic Details

Published in:	MATEC web of conferences Vol. 336; p. 8008
Main Author:	Xie, Tao
Format:	Journal Article Conference Proceeding
Language:	English
Published:	Les Ulis EDP Sciences 2021
Subjects:	Algorithms Feature selection Genetic algorithms Intrusion detection systems Multiple objective analysis
ISSN:	2261-236X, 2274-7214, 2261-236X
Online Access:	Get full text
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