A framework of dynamic selection method for user classification in touch-based continuous mobile device authentication.
Ahmad Zairi ZaidiChun Yong ChongRajendran ParthibanAli Safaa SadiqPublished in: J. Inf. Secur. Appl. (2022)
Keyphrases
- support vector machine svm
- main contribution
- classification method
- pattern classification
- classification process
- detection method
- classification accuracy
- machine learning
- support vector machine
- significant improvement
- preprocessing
- supervised learning
- decision rules
- text classification
- mobile devices
- pairwise
- classification rate
- class labels
- cross validation
- classification algorithm
- classification scheme
- accuracy rate
- user centric
- user input
- clustering method
- model selection
- feature set
- decision trees
- learning algorithm