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Geraldine Kwang, R. Yap, T. Sim, R. Ramnath (2009)
An Usability Study of Continuous Biometrics Authentication
- Publisher
- Inderscience Publishers
- Copyright
- Copyright © Inderscience Enterprises Ltd. All rights reserved
- ISSN
- 1755-8301
- eISSN
- 1755-831X
- DOI
- 10.1504/IJBM.2012.049732
- Publisher site
- See Article on Publisher Site
Abstract
In this study, we investigate the practical application of brain wave biometrics to operator authentication of a system where the operator wears a brain wave sensor, and is authenticated while using the system. The verification performance is examined for subjects under the eye-closed and relaxed condition, and the eye-closed and mentally tasked condition. In the latter case, we assume biometric verification of computers users, and we adopt a mental task that we call mental composition. In addition, this application is made more practical by using an electroencephalograph that has a single electrode. Further, we propose simple feature extraction and verification based on spectral information. Our experiments on a set of approximately 20 subjects yield an equal error rate (EER) of approximately 15%.
Journal
International Journal of Biometrics – Inderscience Publishers
Published: Jan 1, 2012