Android Malware Classification: Updating Features Through Incremental Learning Approach(UFILA).
Zakaria SawadogoGervais MendyJean Marie DembeleSamuel OuyaPublished in: ICACT (2022)
Keyphrases
- incremental learning
- classification accuracy
- feature extraction
- classification process
- incremental learning algorithm
- feature space
- supervised learning
- multiple features
- classification method
- feature vectors
- feature set
- malware detection
- classification models
- extracted features
- svm classifier
- unlabeled samples
- batch mode
- fuzzy artmap
- image classification
- support vector
- batch learning
- image features
- learning process
- neural network
- machine learning
- achieve high classification accuracy
- pattern classification
- discriminative features
- classification algorithm
- class labels
- iterative learning
- semi supervised
- support vector machine
- cerebellar model articulation controller
- training data