The week's pick
Reseach Article
On the Effect of Typing Hand on Mobile-based Keystroke Dynamics
| Communications on Applied Electronics |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 7 - Number 36 |
| Year of Publication: 2021 |
| Authors: Omoyele Akinsowon, Norman Poh |
10.5120/cae2021652878
|
Omoyele Akinsowon, Norman Poh . On the Effect of Typing Hand on Mobile-based Keystroke Dynamics. Communications on Applied Electronics. 7, 36 ( May 2021), 1-6. DOI=10.5120/cae2021652878
Abstract
With the proliferation of mobile devices, access control enabled by biometrics is going to be an indispensable function. In this study, we consider mobile biometrics based on touchscreen based keystrokes. Although the general topic of keystroke dynamics have been well studied, touchscreen based keystrokes remains challenging and relatively new. Few studies evaluate the effect of typing hand on mobile biometrics. We therefore set out to formalize the problem and explore a family of solutions based on keystrokes and typing hand, which can be left hand, right hand, or both hand. We address open questions such as: the effect of typing hand on touchscreen keystrokes, whether or not the knowledge of typing hand is important, and the effect of user-specific score normalisation on the performance.
References
- Alsawwan, A, Alrashdan. M, Al-Maatouk. Q, Abdulnabi. M, Indrian. V, Tubishat .M, AlRashdan M.T, Al-Othman A.Z; Keystroke Dynamics Analysis to Enhance Password Security of Mobile Banking Applications; Internationl Journal of Advanced Computer Technology, Volume-IX, Issue-V, December 2020; www.ijact.org
- M. Antal, L. Z. Szabo, and I. Laszlo. Keystroke dynamics on android platform. Procedia Technology, 19:820–826, 2015.
- H. Gascon, S. Uellenbeck, C. Wolf, and K. Rieck. Continuous authentication on mobile devices by analysis of typing motion behavior. In Sicherheit, pages 1–12, 2014.
- F. Halakou. Feature selection in keystroke dynamics authentication systems. In Proceedings of International Conference on Computer, Information Technology and Digital Media (CITaDIM2013), Information Technology & Digital Media Development Center, Ministry of Culture & Islamic Guidance, Tehran, Iran, 2013.
- S.-s. Hwang, S. Cho, and S. Park. Keystroke dynamics-based authentication for mobile devices. Computers & Security, 28(1):85-93, 2009.
- P. Kang, S. Park, S.-s. Hwang, H.-j. Lee, and S. Cho. Improvement of keystroke data quality through artificial rhythms and cues. computers & security, 27(1):3–11, 2008.
- B. S. Saini, N. Kaur, and K. S. Bhatia. Keystroke dynamics for mobile phones: A survey. Indian Journal of Science and Technology, 9(6), 2016.
- A. Salem, D. Zaidan, A. Swidan, and R. Saifan. Analysis of strong password using keystroke dynamics authentication in touch screen devices. In Cybersecurity and Cyberforensics Conference (CCC), 2016, pages 15–21. IEEE, 2016.
- P. S. Teh, A. B. J. Teoh, and S. Yue. A survey of keystroke dynamics biometrics. The Scientific World Journal, 2013, 2013.
- https://www.bankmycell.com/blog/how-many-phones-are-in-the-world).
Index Terms
Keywords