Comparative Analysis of Pre- and Post-Classification Ensemble Methods for Android Malware Detection.
Shikha BadhaniSunil Kumar MuttooPublished in: ICACDS (2) (2018)
Keyphrases
- comparative analysis
- malware detection
- ensemble methods
- machine learning methods
- decision trees
- benchmark datasets
- majority voting
- prediction accuracy
- generalization ability
- ensemble classification
- ensemble classifier
- random forests
- anomaly detection
- imbalanced data
- support vector
- malicious executables
- classifier ensemble
- classification accuracy
- individual classifiers
- semi quantitative
- pattern recognition
- machine learning
- machine learning algorithms
- image classification
- application programming interface
- ensemble feature selection
- classification models
- ensemble learning
- random forest
- training set
- feature space
- feature extraction
- feature selection
- bootstrap sampling
- base classifiers
- class labels