Multifamily Classification of Android Malware With a Fuzzy Strategy to Resist Polymorphic Familial Variants.
Xiaojian LiuXi DuQian LeiKehong LiuPublished in: IEEE Access (2020)
Keyphrases
- automatic classification
- fuzzy sets
- classification accuracy
- fuzzy classifier
- support vector machine
- malware detection
- pattern classification
- classification algorithm
- fuzzy rule based classifier
- pattern recognition
- decision trees
- mobile devices
- feature vectors
- fuzzy classification
- feature extraction
- text classification
- classification systems
- classification scheme
- machine learning
- fuzzy clustering
- feature selection
- image classification
- preprocessing
- machine learning methods
- reverse engineering
- fuzzy numbers
- classification method
- decision rules
- benchmark datasets
- training set
- feature space