Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication.
Sara KokalLaura PryorRushit DavePublished in: CoRR (2022)
Keyphrases
- classification models
- machine learning
- decision trees
- biometric authentication
- feature selection
- factor authentication
- learning models
- personal authentication
- biometric data
- pattern recognition
- training data
- identity verification
- authentication systems
- multimodal biometrics
- keystroke dynamics
- biometric systems
- software quality classification
- pseudo random number
- user authentication
- feature ranking
- learning algorithm
- active learning
- decision tree algorithm
- machine learning methods
- fuzzy vault
- machine learning algorithms
- feature set
- iris recognition
- models built
- text classification
- palmprint
- support vector machine
- classification accuracy
- security systems
- authentication protocol
- learning tasks
- optimization algorithm
- personal identification