Applying machine learning classifiers to dynamic Android malware detection at scale.
Brandon AmosHamilton A. TurnerJules WhitePublished in: IWCMC (2013)
Keyphrases
- malware detection
- machine learning
- anomaly detection
- malicious executables
- machine learning algorithms
- machine learning methods
- decision trees
- feature selection
- supervised classification
- application programming interface
- machine learning approaches
- pattern recognition
- training set
- training data
- feature extraction
- probabilistic model
- learning tasks
- anti virus
- learning classifier systems
- web applications
- roc curve
- source code
- mobile devices
- reinforcement learning
- computer vision