Impact of Feature Encoding on Malware Classification Explainability.
Elyes ManaiMohamed MejriJaouhar FattahiPublished in: ECAI (2023)
Keyphrases
- feature vectors
- svm classification
- classification accuracy
- classification systems
- feature set
- pattern recognition
- classification method
- feature extraction
- machine learning
- classification process
- feature space
- image classification
- decision trees
- benchmark datasets
- discriminative features
- feature analysis
- unbalanced data
- automatic classification
- fractal image encoding
- decision rules
- feature selection
- model selection
- text classification
- neural network
- irrelevant features
- similarity measure
- support vector
- training set
- feature values
- recognition rate
- machine learning algorithms
- classification rate
- classification scheme
- classification models
- pattern classification
- classification rules
- support vector machine svm