Malware family classification via efficient Huffman features.
Stephen O'ShaughnessyFrank BreitingerPublished in: Digit. Investig. (2021)
Keyphrases
- classification accuracy
- feature set
- feature vectors
- classification models
- classification process
- feature extraction
- feature space
- svm classifier
- classification method
- decision trees
- feature analysis
- extracted features
- benchmark datasets
- discriminative features
- features extraction
- feature subset
- feature values
- pattern recognition
- machine learning
- high dimensionality
- irrelevant features
- gender classification
- support vector
- feature selection
- feature construction
- classification algorithm
- extracting features
- textural features
- feature weights
- roc curve
- class labels
- text classification
- image classification
- automatic classification
- reverse engineering
- false positives
- support vector machine svm
- co occurrence
- support vector machine
- training set
- feature reduction