Graph Neural Network-based Android Malware Classification with Jumping Knowledge.
Wai Weng LoSiamak LayeghyMohanad SarhanMarcus GallagherMarius PortmannPublished in: DSC (2022)
Keyphrases
- knowledge base
- pattern recognition
- support vector machine
- classification accuracy
- malware detection
- domain knowledge
- machine learning
- graph model
- feature vectors
- neural network
- classification scheme
- feature space
- preprocessing
- support vector
- knowledge representation
- automatic classification
- classification models
- text classification
- directed graph
- anomaly detection
- preprocessing stage
- graph theory
- domain experts
- knowledge management
- decision trees
- feature selection
- training samples
- support vector machine svm
- random walk
- classification rules
- knowledge acquisition
- pattern classification
- supervised learning
- knowledge discovery
- prior knowledge
- mobile devices
- spanning tree