Android Malware Familial Classification Based on DEX File Section Features.
Yong FangYangchen GaoFan JingLei ZhangPublished in: IEEE Access (2020)
Keyphrases
- malware detection
- feature vectors
- feature extraction
- classification accuracy
- feature set
- classification models
- classification method
- classification process
- extracted features
- feature space
- pattern recognition
- feature analysis
- image classification
- feature reduction
- svm classifier
- machine learning
- benchmark datasets
- feature values
- feature construction
- gender classification
- extracting features
- feature extraction and classification
- image features
- high dimensionality
- feature selection algorithms
- feature representation
- weak classifiers
- class labels
- discriminative features
- text classification
- database
- decision trees
- support vector
- training set
- irrelevant features
- semi supervised
- training samples
- false positives
- classification algorithm
- feature subset