Bat optimization algorithm for wrapper-based feature selection and performance improvement of android malware detection.
P. Ravi Kiran VarmaS. Kumar Reddy MallidiSantosh Jhansi K.Pushpa Latha D.Published in: IET Networks (2021)
Keyphrases
- optimization algorithm
- malware detection
- feature selection
- multi objective
- malicious executables
- anomaly detection
- differential evolution
- text classification
- evolutionary multi objective
- optimization method
- optimization strategy
- machine learning
- feature ranking
- particle swarm optimization pso
- classification accuracy
- feature space
- application programming interface
- dimensionality reduction
- model selection
- hybrid optimization algorithm
- global optima
- feature subset selection
- wrapper feature selection
- genetic algorithm
- wrapper method
- evolutionary algorithm
- feature selection algorithms
- artificial bee colony
- particle swarm
- control parameters
- object recognition
- api calls
- feature subset
- data mining
- unsupervised learning