Correlating High- and Low-Level Features: - Increased Understanding of Malware Classification.
Sergii BaninGeir Olav DyrkolbotnPublished in: IWSEC (2019)
Keyphrases
- classification accuracy
- feature set
- feature vectors
- feature extraction
- classification process
- classification models
- feature space
- classification method
- svm classifier
- benchmark datasets
- classification scheme
- high dimensionality
- feature analysis
- extracted features
- class labels
- support vector machine svm
- feature selection
- feature values
- data sets
- preprocessing
- pattern recognition
- support vector
- feature representation
- gender classification
- extracting features
- category labels
- classification algorithm
- roc curve
- text classification
- co occurrence
- low level
- automatic classification
- multiple features
- pattern classification
- feature construction
- support vector machine
- features extraction
- feature extraction and classification
- machine learning