Android malware classification based on permission categories using extreme gradient boosting.
Togu Novriansyah TurnipAmsal SitumorangAyu LumbantobingJosua MarpaungSamuel I. G. SitumeangPublished in: SIET (2020)
Keyphrases
- gradient boosting
- classification accuracy
- malware detection
- text classification
- feature vectors
- decision trees
- support vector machine
- support vector
- loss function
- machine learning algorithms
- training set
- cross validation
- classification method
- generalization ability
- image classification
- benchmark datasets
- classification algorithm
- machine learning methods