Using File Relationships in Malware Classification.
Nikos KarampatziakisJack W. StokesAnil ThomasMady MarinescuPublished in: DIMVA (2012)
Keyphrases
- classification scheme
- malware detection
- decision trees
- support vector
- machine learning
- feature selection
- decision rules
- automatic classification
- feature vectors
- image classification
- classification algorithm
- classification process
- supervised learning
- classification accuracy
- feature space
- pattern classification
- benchmark datasets
- pattern recognition
- classification method
- classification rules
- model selection
- microarray
- cross validation
- machine learning algorithms
- data sets
- text classification
- support vector machine
- neural network