Ensemble Learning for Low-Level Hardware-Supported Malware Detection.
Khaled N. KhasawnehMeltem OzsoyCaleb DonovickNael B. Abu-GhazalehDmitry V. PonomarevPublished in: RAID (2015)
Keyphrases
- ensemble learning
- malware detection
- malicious executables
- anomaly detection
- generalization ability
- high level
- ensemble methods
- ensemble classifier
- feature selection
- computer systems
- random forest
- concept drift
- neural network
- data sets
- base classifiers
- unlabeled data
- prior knowledge
- pattern recognition
- support vector
- multiple classifiers
- learning algorithm
- decision trees