Evaluation of machine learning based optimized feature selection approaches and classification methods for Intrusion Detection System.
Muhammad Bisri MusthafaAli Md. ArshadSamsul HudaYuta KoderaTakuya KusakaYasuyuki NogamiPublished in: ICCE-Taiwan (2023)
Keyphrases
- machine learning
- machine learning methods
- feature selection
- machine learning approaches
- machine learning algorithms
- feature selection algorithms
- pattern recognition
- classification models
- support vector machine
- classification method
- supervised and unsupervised learning
- classification accuracy
- intrusion detection system
- databases
- classification performances
- model selection
- data mining techniques
- support vector
- decision trees
- intrusion detection
- unsupervised learning
- computer networks
- network security
- feature ranking
- data analysis
- feature extraction
- discriminative features
- network intrusion detection
- data sets