Malware Classification Based on Graph Convolutional Neural Networks and Static Call Graph Features.
Attila MesterZalán BodóPublished in: IEA/AIE (2022)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- feature space
- graph structure
- classification models
- benchmark datasets
- graph representation
- selecting a small number
- machine learning
- classification process
- graph model
- classification method
- svm classifier
- feature set
- image features
- pattern recognition
- class labels
- structured data
- support vector machine svm
- directed graph
- support vector
- random walk
- directed acyclic graph
- extracted features
- feature representation
- spanning tree
- training set
- extracting features
- preprocessing stage