Extended Abstract: Effective Call Graph Fingerprinting for the Analysis and Classification of Windows Malware.
Francesco MeloniAlessandro SannaDavide MaiorcaGiorgio GiacintoPublished in: DIMVA (2022)
Keyphrases
- extended abstract
- pattern recognition
- automatic classification
- graph structure
- text classification
- machine learning
- classification scheme
- pattern analysis
- pattern classification
- statistical analysis
- decision trees
- feature extraction
- data analysis
- image analysis
- static analysis
- data mining
- support vector
- classification models
- training set
- support vector machine svm
- directed graph
- benchmark datasets
- feature vectors
- random walk
- graph representation
- image classification
- dynamic analysis