Mutual information-based feature selection for intrusion detection systems

Fatemeh Amiri; Mohammadmahdi R. Yousefi; Caro Lucas; Azadeh Shakery; Nasser Yazdani

doi:10.1016/j.jnca.2011.01.002

ScienceGate Book Chapters

JOURNAL ARTICLE

Mutual information-based feature selection for intrusion detection systems

Fatemeh Amiri Mohammadmahdi R. Yousefi Caro Lucas Azadeh Shakery Nasser Yazdani

Year: 2011 Journal: Journal of Network and Computer Applications Vol: 34 (4)Pages: 1184-1199 Publisher: Elsevier BV

DOI: 10.1016/j.jnca.2011.01.002

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Feature selection Intrusion detection system Mutual information Data mining Feature (linguistics) Dimensionality reduction Network security Artificial intelligence Rough set Support vector machine Curse of dimensionality Malware Pattern recognition (psychology) Machine learning Computer security

Metrics

460

Cited By

25.31

FWCI (Field Weighted Citation Impact)

Refs

1.00

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Network Security and Intrusion Detection

Physical Sciences → Computer Science → Computer Networks and Communications

Anomaly Detection Techniques and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Network Packet Processing and Optimization

Physical Sciences → Computer Science → Hardware and Architecture

Mutual information-based feature selection for intrusion detection systems

Metrics

Citation History

Topics

Related Documents

Multivariate Mutual Information-based Feature Selection for Cyber Intrusion Detection

An Intrusion Detection Feature Selection Method Based on Improved Mutual Information

Modified Mutual Information-based Feature Selection for Intrusion Detection Systems in Decision Tree Learning

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

Intrusion Detection in IoT using Gaussian Fuzzy Mutual Information-based Feature Selection