HFSTE: Hybrid Feature Selections and Tree-Based Classifiers Ensemble for Intrusion Detection System.
Bayu Adhi TamaKyung Hyune RheePublished in: IEICE Trans. Inf. Syst. (2017)
Keyphrases
- intrusion detection system
- feature selections
- intrusion detection
- ensemble learning
- feature set
- network security
- feature selection
- classifier ensemble
- ensemble classifier
- training data
- anomaly detection
- training set
- distributed intrusion detection
- network intrusion detection
- computer networks
- text categorization
- network traffic
- computer systems
- support vector
- decision trees
- base classifiers
- attack detection
- ensemble methods
- naive bayes
- multi label
- class labels
- supervised learning
- classification accuracy
- learning algorithm
- data sets
- training samples
- knn
- normal behavior
- association rules
- misuse detection
- databases