Clustering for malware classification.
Swathi PaiFabio Di TroiaCorrado Aaron VisaggioThomas H. AustinMark StampPublished in: J. Comput. Virol. Hacking Tech. (2017)
Keyphrases
- unsupervised classification
- unsupervised clustering
- unsupervised learning
- classification systems
- classification accuracy
- feature selection
- feature extraction
- clustering method
- high dimensionality
- feature vectors
- machine learning methods
- image classification
- hierarchical clustering
- pattern classification
- classification scheme
- k means
- classification method
- pattern recognition
- clustering algorithm
- classification algorithm
- malware detection
- classification rules
- supervised classification
- data sets
- machine learning
- support vector
- support vector machine
- self organizing maps
- density estimation
- decision trees
- nearest neighbor classification
- face recognition
- feature space
- automatic classification
- multi class
- nearest neighbor
- supervised learning
- model selection
- support vector machine svm
- information theoretic
- benchmark datasets
- svm classifier