Ensemble learning for effective run-time hardware-based malware detection: a comprehensive analysis and classification.
Hossein SayadiNisarg PatelSai Manoj P. D.Avesta SasanSetareh RafatiradHouman HomayounPublished in: DAC (2018)
Keyphrases
- ensemble learning
- comprehensive analysis
- generalization ability
- malware detection
- ensemble classifier
- weak learners
- feature selection
- classification accuracy
- pattern recognition
- ensemble methods
- support vector machine
- support vector
- learning algorithm
- image classification
- text classification
- decision trees
- support vector machine svm
- benchmark datasets
- image processing
- concept drift
- base classifiers
- classification models
- class labels
- training set
- training samples
- supervised learning
- machine learning methods
- feature space
- anomaly detection
- unlabeled data
- model selection
- feature vectors