Behaviour-aware Malware Classification: Dynamic Feature Selection.
Vu Dinh PhaiNathan ShonePhan Huy DungQi ShiNguyen Viet HungNguyen Ngoc TranPublished in: KSE (2019)
Keyphrases
- feature selection
- classification accuracy
- text classification
- support vector
- classification models
- feature space
- machine learning
- dynamic environments
- feature extraction
- classification method
- feature set
- dimension reduction
- feature selection algorithms
- classification performances
- support vector machine
- discriminative features
- mutual information
- classification algorithm
- method for feature selection
- class separability
- model selection
- web page classification
- text categorization
- irrelevant features
- cross validation
- high dimensionality
- bayes classifier
- feature subset selection
- wrapper feature selection
- accurate classification
- feature reduction
- feature selection and classification
- data sets
- automatic classification
- unsupervised learning
- decision trees
- bayesian classifier
- instance selection
- class labels
- support vector machine svm
- dynamic analysis
- dimensionality reduction
- supervised learning
- data pre processing
- redundant features
- multi class
- feature vectors
- neural network