Full bibliography
Web user authentication using chosen word keystroke dynamics
Resource type
Authors/contributors
- Rahman, K.A. (Author)
- Neupane, D. (Author)
- Zaiter, A. (Author)
- Hossain, M.S. (Author)
- Wani M.A. (Editor)
- Khoshgoftaar T.M. (Editor)
- Wang D. (Editor)
- Wang H. (Editor)
- Seliya N. (Editor)
Title
Web user authentication using chosen word keystroke dynamics
Abstract
Keystroke dynamics has been used as a form of one-time user authentication and continuous verification especially when it comes to securing the cyberspace. In this paper, we present the idea of using keystroke dynamics as a form of second layer authentication in web applications. We showed that this method can authenticate a user with high accuracy and can be used as an alternate to CAPTCHA tests, security questions and image selections that are being used today. We have developed a working web-based platform in a browser environment that enforces the proposed second-layer security. We performed penetration test experiments by launching a total of 598,500 impostor and genuine authentication attempts and found the Equal Error Rate (EER) as 10.5%. © 2019 IEEE.
Proceedings Title
Proc. - IEEE Int. Conf. Mach. Learn. Appl., ICMLA
Publisher
Institute of Electrical and Electronics Engineers Inc.
Date
2019
Pages
1130-1135
ISBN
9781728145495 (ISBN)
Citation Key
rahmanWebUserAuthentication2019
Archive
Scopus
Language
English
Extra
5 citations (Crossref) [2023-10-31]
Journal Abbreviation: Proc. - IEEE Int. Conf. Mach. Learn. Appl., ICMLA
Citation
Rahman, K. A., Neupane, D., Zaiter, A., & Hossain, M. S. (2019). Web user authentication using chosen word keystroke dynamics. In Wani M.A., Khoshgoftaar T.M., Wang D., Wang H., & Seliya N. (Eds.), Proc. - IEEE Int. Conf. Mach. Learn. Appl., ICMLA (pp. 1130–1135). Institute of Electrical and Electronics Engineers Inc. Scopus. https://doi.org/10.1109/ICMLA.2019.00188
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