Enhancing Efficiency and Privacy in Memory-Based Malware Classification through Feature Selection.
Salim SazzedSharif UllahPublished in: CoRR (2023)
Keyphrases
- feature selection
- classification accuracy
- classification models
- support vector
- support vector machine
- classification algorithm
- feature extraction
- feature space
- feature set
- text classification
- high dimensionality
- machine learning
- pattern recognition
- method for feature selection
- accurate classification
- classification method
- model selection
- text categorization
- discriminative features
- privacy preserving
- feature selection algorithms
- mutual information
- feature vectors
- unsupervised learning
- wrapper feature selection
- decision trees
- training set
- bayes classifier
- small sample
- dimensionality reduction
- image classification
- support vector machine svm
- multi class
- bayesian classifier
- fold cross validation
- feature subset
- microarray data
- gene expression data
- feature reduction
- unsupervised feature selection
- redundant features
- classification performances
- feature selection and classification