Malwise - An Effective and Efficient Classification System for Packed and Polymorphic Malware.
Silvio CesareYang XiangWanlei ZhouPublished in: IEEE Trans. Computers (2013)
Keyphrases
- pattern recognition
- classification accuracy
- feature extraction
- machine learning
- computationally efficient
- classification models
- pattern classification
- small number of training samples
- image classification
- computationally expensive
- static analysis
- support vector
- machine learning methods
- classification algorithm
- accurate classifiers
- unsupervised learning
- benchmark datasets
- support vector machine svm
- model selection
- support vector machine
- feature vectors
- text classification
- classification rules
- supervised learning
- highly efficient
- feature space
- training data
- feature selection