An investigation of the classifiers to detect android malicious apps.
Ashu SharmaSanjay Kumar SahayPublished in: CoRR (2018)
Keyphrases
- detect malicious
- mobile applications
- mobile apps
- mobile platforms
- malware detection
- android application
- android platform
- detection algorithm
- support vector
- detecting malicious
- mobile devices
- training data
- detection method
- decision trees
- classification systems
- feature selection
- test set
- automatic detection
- normal traffic
- development tools
- smart phones
- supervised classification
- linear classifiers
- classifier combination
- mobile platform
- training samples
- machine learning
- train a support vector machine
- training set
- feature set
- anomaly detection
- naive bayes
- machine learning algorithms
- multiple classifiers
- ensemble classifier
- classification rate
- classification models
- classification method