Support Vector Machine for Malware Analysis and Classification.
Michal KruczkowskiEwa Niewiadomska-SzynkiewiczPublished in: WI-IAT (1) (2014)
Keyphrases
- support vector machine
- svm classifier
- classification accuracy
- feature vectors
- automatic classification
- pattern classification
- support vector
- data analysis
- machine learning
- pattern analysis
- support vector machine svm
- feature extraction
- feature selection
- decision trees
- image classification
- classification method
- classification algorithm
- data sets
- generalization ability
- machine learning methods
- pattern recognition
- classification systems
- static analysis
- training set
- classification scheme
- svm classification
- decision forest
- soft margin
- classification rules
- unsupervised learning
- text classification
- supervised learning
- multi class
- feature space