MalProfiler: Automatic and Effective Classification of Android Malicious Apps in Behavioral Classes.
Antonio La MarraFabio MartinelliAndrea SaracinoMina SheikhalishahiPublished in: FPS (2016)
Keyphrases
- feature extraction
- pattern classification
- image classification
- feature vectors
- features extraction
- pattern recognition
- feature selection
- mobile applications
- fully automatic
- benchmark datasets
- discriminant functions
- development tools
- automatic classification
- class labels
- multi class
- classification accuracy
- machine learning algorithms
- classification method
- intrusion detection
- text classification
- support vector machine
- classification systems
- multiple classes
- mobile devices
- mobile platforms
- training data
- android platform