CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs.
Jerome Dinal HerathPriti Prabhakar WakodikarPing YangGuanhua YanPublished in: DSN (2022)
Keyphrases
- flow graphs
- flow graph
- pattern recognition
- control system
- classification accuracy
- decision trees
- feature vectors
- support vector machine
- machine learning
- weighted graph
- classification method
- support vector machine svm
- image classification
- random walk
- classification algorithm
- image processing
- reverse engineering
- neural network
- anomaly detection
- class labels
- cross validation
- support vector
- directed graph
- computer vision