Machine learning-assisted signature and heuristic-based detection of malwares in Android devices.
Zahoor-Ur RehmanSidra Nasim KhanKhan MuhammadJong Weon LeeZhihan LvSung Wook BaikPeer Azmat ShahKhalid Mahmood AwanIrfan MehmoodPublished in: Comput. Electr. Eng. (2018)
Keyphrases
- malware detection
- machine learning
- mobile devices
- automatic detection
- object detection
- false alarms
- data mining
- detection algorithm
- detection accuracy
- detection rate
- detection method
- anomaly detection
- mobile platforms
- computer vision
- smart phones
- detect malicious
- learning algorithm
- pattern recognition
- feature selection
- mobile applications
- inductive logic programming
- signature verification
- text mining
- statistical methods
- model selection
- decision trees
- machine learning methods
- computer science
- active learning