DeepCall: A Fast and Robust Malware Classification System with DGCNN and Function Call Graph.
Yanhui ChenYun FengChengchun WangJianjun ZhaoQixu LiuPublished in: CSCWD (2023)
Keyphrases
- support vector
- machine learning
- pattern classification
- classification accuracy
- decision trees
- pattern recognition
- preprocessing
- machine learning methods
- classification method
- class labels
- preprocessing stage
- directed acyclic graph
- graph structure
- classification algorithm
- machine learning algorithms
- text classification
- image classification
- supervised learning
- support vector machine
- feature selection
- data sets
- training samples
- malware detection
- graph theoretic
- graph representation
- classification systems
- undirected graph
- spanning tree
- classification scheme
- neural network
- weighted graph
- graph theory
- feature space
- decision rules
- structured data
- model selection