A fast intrusion detection system based on swift wrapper feature selection and speedy ensemble classifier.
Ezgi ZorarpaciPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- ensemble classifier
- intrusion detection system
- wrapper feature selection
- feature selection
- intrusion detection
- classification accuracy
- anomaly detection
- ensemble learning
- network traffic
- classification models
- distributed intrusion detection
- preprocessing step
- support vector machine
- random forest
- computer systems
- concept drift
- support vector
- base classifiers
- feature set
- feature extraction
- weak classifiers
- multi class
- text categorization
- ensemble methods
- data mining techniques
- machine learning
- model selection
- text classification
- feature space
- active learning
- knn
- database systems
- learning algorithm
- real world
- fusion method
- information retrieval
- data mining