Ensemble Learning for Encrypted Malware Detection and Classification.
Sileshi Nibret ZelekeSolomon ZemeneMario BochicchioPublished in: ICT4DA (2023)
Keyphrases
- ensemble learning
- generalization ability
- malware detection
- ensemble classifier
- feature selection
- ensemble methods
- weak learners
- pattern recognition
- image classification
- feature vectors
- classification accuracy
- support vector machine svm
- support vector machine
- benchmark datasets
- supervised learning
- malicious executables
- random forest
- concept drift
- machine learning
- cost sensitive
- machine learning algorithms
- text classification
- feature space
- decision trees
- learning algorithm
- machine learning methods
- anomaly detection
- base classifiers
- unlabeled data
- multi class
- image segmentation
- neural network