Mutual information-based feature selection for intrusion detection systems
- Author
- AMIRI, Fatemeh1 ; MOHAMMADMAHDI REZAEI YOUSEFI1 ; LUCAS, Caro1 ; SHAKERY, Azadeh2 ; YAZDANI, Nasser2
[1] Center of Excellence, Control and Intelligent Processing, School of Electrical and Computer Engineering, University of Tehran, Tehran, Iran, Islamic Republic of
[2] School of Electrical and Computer Engineering, University of Tehran, Tehran, Iran, Islamic Republic of - Source
Journal of network and computer applications. 2011, Vol 34, Num 4, pp 1184-1199, 16 p ; ref : 3/4 p
- ISSN
- 1084-8045
- Scientific domain
- Computer science; Telecommunications
- Publisher
- Elsevier, Kidlington
- Publication country
- United Kingdom
- Document type
- Article
- Language
- English
- Author keyword
- Feature selection algorithm Intrusion detection Least squares support vector machines (LSSVM) Linear correlation coefficient Mutual information (MI)
- Keyword (fr)
- Algorithme Apprentissage Classification automatique Classification signal Coefficient corrélation Dimensionnalité Détecteur intrus Evaluation performance Extraction caractéristique Implémentation Information mutuelle Machine vecteur support Méthode moindre carré Outil logiciel Précision Prévention Réseau ordinateur Surveillance Sécurité Traitement signal Télédétection Télésurveillance
- Keyword (en)
- Algorithm Learning Automatic classification Signal classification Correlation coefficient Dimensionality Intruder detector Performance evaluation Feature extraction Implementation Mutual information Support vector machine Least squares method Software tool Accuracy Prevention Computer network Surveillance Safety Signal processing Remote sensing Remote supervision
- Keyword (es)
- Algoritmo Aprendizaje Clasificación automática Coeficiente correlación Dimensionalidad Detector intruso Evaluación prestación Implementación Información mutual Máquina vector soporte Método cuadrado menor Herramienta software Precisión Prevención Red informática Vigilancia Seguridad Procesamiento señal Teledetección Televigilancia
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04A Signal, noise / 001D04A04A1 Signal representation. Spectral analysis
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04A Signal, noise / 001D04A04A2 Detection, estimation, filtering, equalization, prediction
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04B Telecommunications / 001D04B02 Systems, networks and services of telecommunications / 001D04B02H Services and terminals of telecommunications / 001D04B02H4 Telemetry. Remote supervision. Telewarning. Remote control
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04B Telecommunications / 001D04B03 Teleprocessing networks. Isdn / 001D04B03B Valuation and optimization of characteristics. Simulation
- Discipline
- Telecommunications and information theory
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 24232425
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.jnca.2011.01.002 
https://dx.doi.org/10.1016/j.jnca.2011.01.002
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