Semantic modelling of Android malware for effective malware comprehension, detection, and classification.
Guozhu MengYinxing XueZhengzi XuYang LiuJie ZhangAnnamalai NarayananPublished in: ISSTA (2016)
Keyphrases
- malware detection
- malicious executables
- detect malicious
- anomaly detection
- classification accuracy
- classification method
- neyman pearson
- anti virus
- reverse engineering
- control flow
- classification scheme
- support vector machine svm
- semantic information
- malicious code
- semantic network
- false positives
- text classification
- image classification
- feature vectors
- feature space
- pattern recognition
- machine learning
- neural network
- classification models
- automatic classification
- mobile devices
- feature extraction
- detection method
- detection algorithm
- decision trees