A differential evolution-based algorithm with maturity extension for feature selection in intrusion detection system

A differential evolution-based algorithm with maturity extension for feature selection in intrusion detection system

Feature Selection (FS) is critically important for optimising the performance of Intrusion Detection Systems (IDSs) used in Wireless Sensor Networks (WSNs). However, selecting an optimal number of relevant features from massive IDS data sets has been an ongoing FS research problem. Many approaches u...

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Bibliographic Details
Main Authors: Mohammed Faris, Mohd Nazri Mahmud, Mohd Fadzli Mohd Salleh, Baseem Alsharaa
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Alexandria Engineering Journal
Subjects:
Intrusion detection system
Differential evolution
Feature selection
NSL-KDD
Wireless sensor network
Mutation strategy
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016823008207

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http://www.sciencedirect.com/science/article/pii/S1110016823008207

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