Methods for automatic malware analysis and classification: a survey.
Toni GrzinicEduardo Blázquez GonzálezPublished in: Int. J. Inf. Comput. Secur. (2022)
Keyphrases
- significant improvement
- machine learning methods
- benchmark datasets
- classification method
- benchmark data sets
- classification systems
- computational cost
- classification accuracy
- cross validation
- classification performances
- robust classification
- preprocessing
- data analysis
- image analysis
- machine learning algorithms
- data sets
- support vector
- semi automatic
- decision trees
- feature selection
- achieve high classification accuracy
- malware detection
- density estimation
- missing values
- svm classifier
- statistical analysis
- unsupervised learning
- image classification
- supervised learning
- training set
- pattern recognition