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Continuous, Dynamic User Authentication Using Mobile Touch Dynamics Based on Machine Learning
(2022-04)
Modern user authentication measures on mobile devices often include biometric authentication (facial and fingerprint), multi-factor authentication, and password entry as ways of authenticating users. These authentication ...
Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication
(2022)
Today’s research finds that behavioral biometrics, a method that makes a decision based on the user’s behaviors, can provide a secure authentication method for mobile devices. This presentation will provide a review on the ...
Behavioral Biometrics Based User Authentication Schemes Using Machine Learning
(2022-04)
In recent years, the amount of secure information being stored on mobile devices has grown exponentially. However, current security schemas for mobile devices such as physiological biometrics and passwords are not secure ...
Machine and Deep Learning Applications to Mouse Dynamics for Continuous User Authentication
(2022-04)
Static authentication methods, like passwords and PINs, authenticate a user once and only once. Continually authenticating a user even after initial access can drastically increase account security against imposters. Unique ...