Statistical Detection of Malicious iOS Apps through Ensemble and Active Learning.
Arpita Jadhav BhattParul AgarwalPublished in: IC3 (2023)
Keyphrases
- active learning
- detection algorithm
- learning algorithm
- detection method
- neural network
- ensemble learning
- automatic detection
- object detection
- training set
- statistical analysis
- anomaly detection
- statistical models
- detect malicious
- false positives
- detection rate
- relevance feedback
- random sampling
- semi supervised
- false alarms
- feature selection
- supervised learning
- malware detection
- mobile apps
- active learning strategies
- query by committee
- support vector machine