Exploring Discriminatory Features for Automated Malware Classification.
Guanhua YanNathan BrownDeguang KongPublished in: DIMVA (2013)
Keyphrases
- automated classification
- decision trees
- image classification
- pattern recognition
- feature vectors
- automatic classification
- pattern classification
- classification algorithm
- machine learning
- classification accuracy
- support vector machine
- object classification
- text classification
- classification models
- decision rules
- classification systems
- feature space
- preprocessing
- supervised classification
- classification process
- classification scheme
- machine learning algorithms
- semi automated
- automatically classify
- reverse engineering
- svm classifier
- benchmark datasets
- support vector machine svm
- unsupervised learning
- model selection
- hidden markov models
- support vector
- genetic algorithm