Exploring network-based malware classification.
Natalia StakhanovaMathieu CoutureAli A. GhorbaniPublished in: MALWARE (2011)
Keyphrases
- classification accuracy
- pattern recognition
- decision trees
- classification algorithm
- support vector
- feature vectors
- classification method
- supervised learning
- automatic classification
- feature selection
- object classification
- machine learning
- classification models
- decision rules
- machine learning algorithms
- support vector machine svm
- classification scheme
- text classification
- support vector machine
- feature space
- feature extraction
- supervised classification
- static analysis
- intrusion detection
- pattern classification
- classification rules
- training samples
- image classification
- preprocessing
- learning algorithm