Two novel biometric features in keystroke dynamics authentication systems for touch screen devices
Version of Record online: 10 MAY 2013
Copyright © 2013 John Wiley & Sons, Ltd.
Security and Communication Networks
Volume 7, Issue 4, pages 750–758, April 2014
How to Cite
Tasia, C.-J., Chang, T.-Y., Cheng, P.-C. and Lin, J.-H. (2014), Two novel biometric features in keystroke dynamics authentication systems for touch screen devices. Security Comm. Networks, 7: 750–758. doi: 10.1002/sec.776
- Issue online: 20 MAR 2014
- Version of Record online: 10 MAY 2013
- Manuscript Accepted: 5 FEB 2013
- Manuscript Revised: 8 JAN 2013
- Manuscript Received: 16 JUL 2012
- user authentication;
- pressure feature;
- size feature
After verifying the correctness of the password, the keystroke dynamics-based authentication (KDA) system will verify the corresponding keystroke features. It provides additional security verification for alphanumeric-based and personal identification number-based authentication schemes that suffer from guessing and shoulder surfing attacks. Except for the original time features in the KDA schemes, two novel keystroke features are found in touch screen handheld mobile devices, which are called “pressure” features and “size” features. A computation efficient statistical classifier is built for low-power mobile devices to authenticate the user's identity. This paper analyzes the following combinations of features: (1) time features; (2) time features and pressure features; (3) time features and size features; and (4) all features combined. The result shows that the size features or the pressure features can effectively promote the utility of the KDA system in personal identification number-based authentication schemes for touch screen handled mobile devices. The combination of time features and pressure features is the best one for authenticating users. Copyright © 2013 John Wiley & Sons, Ltd.