Ensemble Method for Mobile Malware Detection using N-Gram Sequences of System Calls.
Nor Azman Mat AriffPublished in: Int. J. Commun. Networks Inf. Secur. (2022)
Keyphrases
- n gram
- ensemble methods
- malware detection
- variable length
- prediction accuracy
- language model
- malicious executables
- machine learning methods
- ensemble learning
- api calls
- anomaly detection
- decision trees
- application programming interface
- language modeling
- benchmark datasets
- base classifiers
- random forest
- text classification
- ensemble classifier
- information retrieval
- machine learning
- support vector machine
- hidden markov models
- active learning
- feature selection
- subspace methods
- search engine
- learning algorithm
- genetic algorithm
- statistical language modeling