Ensemble classifiers for supervised anomaly based network intrusion detection.
Valentina TimcenkoSlavko GajinPublished in: ICCP (2017)
Keyphrases
- network intrusion detection
- ensemble classifier
- anomaly detection
- intrusion detection
- unsupervised learning
- network traffic
- feature selection
- ensemble learning
- intrusion detection system
- ensemble methods
- random forest
- concept drift
- support vector machine
- base classifiers
- supervised learning
- fusion method
- semi supervised
- preprocessing step
- classification models
- learning algorithm
- fraud detection
- machine learning
- class specific
- information fusion
- multi class
- image classification
- feature set