Malware Classification Methods Using API Sequence Characteristics.
Kyoung-Soo HanIn-Kyoung KimEul Gyu ImPublished in: ICITCS (2011)
Keyphrases
- machine learning methods
- benchmark datasets
- classification systems
- significant improvement
- machine learning
- classification method
- preprocessing
- feature selection
- cross validation
- robust classification
- accurate classification
- classification accuracy
- data mining
- benchmark data sets
- machine learning algorithms
- pattern recognition
- support vector
- decision trees
- discriminative learning
- data sets
- classification performances
- roc curve
- density estimation
- image classification
- multi class
- computational cost
- active learning
- feature space