Keystroke biometric studies on password and numeric keypad input

Proceedings - 2013 European Intelligence and Security Informatics Conference, EISIC 2013

Volumn , Issue , 2013, Pages 204-207

  Bakelman, Ned ^a   Monaco, John V ^a   Cha, Sung Hyuk ^a   Tappert, Charles C ^a  

^a PACE UNIVERSITY   (United States)

Author keywords

biometrics; keystroke biometrics; machine learning; pattern recognition; user authentication

Indexed keywords

CLASSIFICATION SYSTEM; EQUAL ERROR RATE; INPUT DATAS; KEYPAD INPUTS; USER AUTHENTICATION;

BIOMETRICS; FACE RECOGNITION; INFORMATION SCIENCE; LEARNING SYSTEMS; PATTERN RECOGNITION;

AUTHENTICATION;

EID: 84892170450     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EISIC.2013.45     Document Type: Conference Paper

References (25)

1. AdmitOneSecurity. (Apr 2013). http://www. admitonesecurity. com/
2. AuthenWare. (Apr 2013). http://www. authenware. com/
3. S. S. Bender and H. J. Postley. "Key sequence rhythm recognition system and method. " U. S. Patent 7,206,938, 2007.
4. bioChec. (Apr 2013). http://www. biochec. com/
5. R. Bolle, J. Connell, S. Pankanti, N. Ratha, and A. Senior, Guide to biometrics. New York: Springer, 2004.
6. DeepnetSecurity. (Apr 2013). http://www. deepnetsecurity. com/
7. G. Doddington, W. Liggett, A. Martin, M. Przybocki, and D. Reynolds, "Sheep, goats, lambs, and wolves: A statistical analysis of speaker performance. Proc. IC-SLD'98, NIST 1998 speaker recognition evaluation, Sydney, Australia, 1998.
8. J. Ferreira and H. Santos, "Keystroke dynamics for continuous access control enforcement," Proc. Int. Conf. on Cyber-Enabled Distributed Computing and Knowledge Discovery, 216-223, 2012
9. E. J. Fimbel, "Keylogger basic labbook", 2011. http://sites. google. com/site/basiclabbook/keyloggerbasiclabbook.
10. R. Giot, M. El-Abed, and C. Rosenberger, "Keystroke dynamics with low constraints svm based passphrase enrollment," IEEE Int. Conf. Biometrics (BTAS 2009), 2009.
11. IDControl. (Apr 2013). http://www. idcontrol. com/
12. L. Jin, X. Ke, R. Manual, and M. Wilkerson, "Keystroke dynamics: A software based biometric solution," 13th USENIX Sec. Sym., 2004.
13. M. Karnan, M. Akila, and N. Krishnaraj, "Biometric personal authentication using keystroke dynamics: A review," Applied Soft Computing J., vol. 11, 2011.
14. KeyTrac. (Apr 2013). http://www. keytrac. de/
15. K. Killourhy and R. Maxion, "Comparing anomaly-detection algorithms for keystroke dynamics," Int. Conf. Dependable Systems & Networks (DSN-09), Lisbon, 2009, pp. 125-134.
16. Y. Li, B. Zhang, Y. Cao, S. Zhao, Y. Gao, and J. Liu, "Study on the BeiHang keystroke dynamics database," Int. Joint Conf. Biometrics (IJCB 2011), Washington, D. C., 2011.
17. R. A. Maxion, and K. S. Killourhy, "Keystroke biometrics with number-pad input. " Proc. IEEE/IFIP Int. Conf. Dependable Sys. & Netw. (DSN-10), pp. 201-210, 2010. IEEE Comp. Soc. Press, 2010.
18. A. Messerman, T. Mustafic, S. Camtepe, and S. Albayrak, "Continuous and non-intrusive identity verification in real-time environments based on free-text keystroke dynamics," Proc. Int. Joint Conf. Biometrics (IJCB 2011), Wash. D. C., 2011.
19. J. V. Monaco, N. Bakelman, S. Cha, and C. C. Tappert, "Developing a keystroke biometric system for continual authentication of computer users," Proc. Euro. Intell. Sec. Inform. Conf., Denmark, 2012, pp. 210-216.
20. F. Montrose, M. K. Reiter, and S. Wetzel. "Password hardening based on keystroke dynamics. " Int. J. Info. Security, 1(2): 69-83, 2002.
21. A. Peacock, X. Ke, and M. Wilkerson, "Typing patterns: A key to user identification," IEEE Security & Privacy, vol. 2, 2004, pp. 40-47.
22. K. Revett, "Chapter 4: Keystroke dynamics," in Behavioral biometrics: A remote access approach: Wiley, 2008, pp. 73-136.
23. R. N. Rodrigues, G. F. G. Yared, C. R. Costa, J. B. T. Yabu-Uti, F. Violaro, and L. L. Ling. "Biometric access control through numerical keyboards based on keystroke dynamics. " Lecture Notes Comp. Sci., 3832: 640-646, 2006.
24. T. Shimshon, R. Moskovitch, L. Rokach, and Y. Elo,vici. "Continuous verification using keystroke dynamics. " Proc. Int. Conf. Comp. Intel. and Security. IEEE Computer Soc., Washington, DC, 411-415, 2010.
25. C. C. Tappert, S. Cha, M. Villani, & R. Zack, "A keystroke biometric system for long-text input," Int. J. Info. Sec. Privacy, 2010, pp. 32-60.