Classification of malware based on integrated static and dynamic features.
Md. Rafiqul IslamRonghua TianLynn Margaret BattenSteven VersteegPublished in: J. Netw. Comput. Appl. (2013)
Keyphrases
- classification accuracy
- feature extraction
- feature vectors
- classification models
- feature space
- classification process
- feature set
- svm classifier
- classification method
- extracted features
- feature extraction and classification
- extracting features
- support vector
- class labels
- feature analysis
- decision trees
- feature selection
- features extraction
- feature representation
- benchmark datasets
- image features
- automatic classification
- support vector machine
- low level
- pattern recognition
- feature construction
- high dimensionality
- feature subset
- support vector machine svm
- co occurrence
- feature weights
- neural network
- writer identification
- fisher linear discriminant
- irrelevant features
- svm classification
- discriminative features
- machine learning