JOWMDroid: Android malware detection based on feature weighting with joint optimization of weight-mapping and classifier parameters.
Lingru CaiYao LiZhi XiongPublished in: Comput. Secur. (2021)
Keyphrases
- feature weighting
- malware detection
- joint optimization
- feature weights
- malicious executables
- text categorization
- feature selection
- anomaly detection
- multiple features
- text classification
- relevance feedback
- maximum likelihood
- tf idf
- feature set
- expectation maximization
- pattern recognition
- support vector machine
- semi supervised learning
- classification accuracy
- feature space
- reinforcement learning
- training data
- data sets