Cluster-oriented ensemble classifiers for intelligent malware detection.
Shifu HouLifei ChenEgemen TasIgor DemihovskiyYanfang YePublished in: ICSC (2015)
Keyphrases
- malware detection
- ensemble classifier
- malicious executables
- ensemble learning
- anomaly detection
- concept drift
- random forest
- ensemble methods
- classification models
- base classifiers
- fusion method
- feature selection
- preprocessing step
- decision trees
- clustering algorithm
- linear combination
- support vector machine
- active learning
- multiscale