Malware classification using static analysis based features.
Mehadi HassenMarco M. CarvalhoPhilip K. ChanPublished in: SSCI (2017)
Keyphrases
- static analysis
- classification accuracy
- dynamic analysis
- feature vectors
- feature set
- malicious code
- feature extraction
- feature space
- classification process
- classification method
- extracted features
- classification models
- feature selection
- svm classifier
- class labels
- benchmark datasets
- image features
- java card
- image classification
- feature subset
- abstract interpretation
- api calls
- source code
- support vector machine
- training set
- decision trees
- artificial intelligence
- text classification
- co occurrence
- low level
- eeg signals
- relational databases
- databases
- symbolic execution
- data sets
- database