A Hybrid Approach for Malware Family Classification.
Naqqash AmanYasir SaleemFahim H. AbbasiFarrukh ShahzadPublished in: ATIS (2017)
Keyphrases
- automatic classification
- classification accuracy
- machine learning
- pattern classification
- support vector
- benchmark data sets
- classification algorithm
- class labels
- special case
- supervised learning
- benchmark datasets
- machine learning algorithms
- text classification
- classification scheme
- classification method
- cross validation
- neural network
- image classification
- training set
- feature extraction
- decision trees
- feature selection
- high dimensional
- feature space
- pattern recognition
- machine learning methods
- classification models
- web pages
- supervised classification
- classification systems