Semantics-Aware Android Malware Classification Using Weighted Contextual API Dependency Graphs.
Mu ZhangYue DuanHeng YinZhiruo ZhaoPublished in: CCS (2014)
Keyphrases
- dependency graphs
- malware detection
- machine learning
- feature extraction
- classification accuracy
- dependency graph
- classification algorithm
- classification method
- preprocessing
- classification rules
- decision trees
- pattern recognition
- feature vectors
- formal semantics
- classification scheme
- logic programming
- k nearest neighbour
- automatic classification
- reverse engineering
- pattern classification
- text classification
- image classification
- multi class
- support vector
- feature selection