Enhancing Efficiency and Privacy in Memory-Based Malware Classification Through Feature Selection.
Salim SazzedSharif UllahPublished in: ICMLA (2023)
Keyphrases
- feature selection
- classification accuracy
- classification models
- feature set
- feature extraction
- feature space
- text classification
- support vector
- pattern recognition
- support vector machine
- machine learning
- discriminative features
- feature selection algorithms
- unsupervised learning
- personal information
- method for feature selection
- feature selection and classification
- accurate classification
- feature ranking
- feature subset
- classification method
- supervised learning
- mutual information
- privacy preserving
- irrelevant features
- decision trees
- bayes classifier
- model selection
- small sample
- text categorization
- feature reduction
- class separability
- information gain
- conditional mutual information
- automatic relevance determination
- feature weighting
- ensemble classifier
- machine learning algorithms
- informative features
- unsupervised feature selection
- redundant features
- multi class
- wrapper feature selection