Keystroke dynamics for user authentication

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Volumn , Issue , 2012, Pages 117-123

  Zhong, Yu ^a   Deng, Yunbin ^a   Jain, Anil K ^b  

^a BAE SYSTEMS   (United States)

^b Michigan State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATASETS; DISTANCE METRICS; FEATURE INTERACTIONS; KEYSTROKE DYNAMICS; USER AUTHENTICATION;

ALGORITHMS; BIOMETRICS; COMPUTER VISION; DYNAMICS;

AUTHENTICATION;

EID: 84865038285     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2012.6239225     Document Type: Conference Paper

References (38)

1. L. C. F. Araújo, L. H. R. Sucupira, M. G. Lizárraga, L. L. Ling, and J. B. T. Yabu-uti. "User authentication through typing biometrics features", In Proc. 1st Int'l Conf. on Biometric Authentication (ICBA), volume 3071 of Lecture Notes in Computer Science, pp. 694-700, 2004.
2. F. Bergadano, D. Gunetti, and C. Picardi, "User Authentication through Keystroke Dynamics", ACM Trans. Information and System Security, 5(4), pp. 367-397, 2002.
3. S. Bleha, C. Slivinsky, and B. Hussein, "Computer-Access Security Systems using Keystroke Dynamics", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 12, no. 12, 1990, pp. 1217-1222.
4. S. Cho, C. Han, D. H. Han, and H. Kim. "Web-based keystroke dynamics identity verification using neural network", Journal of Organizational Computing and Electronic Commerce, 10(4):295-307, 2000.
5. A. Dvorak, N. Merrick, W. Dealey, and G. Ford. "Typewriting Behavior. American Book Company, New York, USA, 1936.
6. C. Epp, M. Lippold, and R. L. Mandryk, "Identifying Emotional States using Keystroke Dynamics", Proc. 2011 annual conf. on Human factors in computing systems, 2011.
7. G. Forsen, M. Nelson, and R. Staron, Jr. "Personal attributes authentication techniques", Technical Report RADC-TR-77-333, Rome Air Development Center, October 1977.
8. R. Gaines, W. Lisowski, S. Press, and N. Shapiro, "Authentication by keystroke timing: some preliminary results", Rand Rep. R-2560-NSF, Rand Corporation, 1980.
9. R. Giot, B. Hemery and C. Rosenberger, "Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face Recognition", Int'l Conf. on Pattern Recognition (ICPR), pp. 1128 -1131, 2010.
10. D. Gunetti and C. Picardi. "Keystroke analysis of free text", ACM Transactions on Information and System Security, 8(3):312-347, 2005.
11. S. Haider, A. Abbas, and A. K. Zaidi. "A multi-technique approach for user identification through keystroke dynamics", IEEE Int'l Conf. on Systems, Man and Cybernetics, pp. 1336-1341, 2000.
12. P. Kang, S. Hwang, and S. Cho. "Continual retraining of keystroke dynamics based authenticator", In Proc. 2nd Int'l Conf. on Biometrics (ICB'07), pp. 1203-1211, 2007.
13. A. K. Jain, R. Bolle, and S. Pankanti (editors), "Biometrics: Personal Identification in Networked Society", Kluwer Academic Publishers, 1999.
14. A. K. Jain, S. Pankanti, S. Prabhakar, L. Hong, and A. Ross, "Biometrics: a grand challenge", Proc. Int'l Conf. on Pattern Recognition, vol. 2, pp. 935-942, August 2004.
15. A. K. Jain, A. Ross, and S. Prabhakar, "An introduction to biometric recognition", IEEE Trans. on Circuits and Systems for Video Technology, vol. 14, pp. 4-20, Jan 2004.
16. R. Joyce and G. Gupta. "Identity authentication based on keystroke latencies", Communications of the ACM, 33(2):168-176, 1990.
17. K. S. Killourhy and R. A. Maxion, "Comparing Anomaly Detectors for Keystroke Dynamics", in Proc. 39th Annual Int'l Conf. on Dependable Systems and Networks (DSN-2009), pp. 125-134, 2009.
18. J. Leggett and G. Williams, "Verifying Identity via Keystroke Characteristics", Int'l J. Man-Machine Studies, vol. 28, no. 1, pp. 67-76, 1988.
19. Y. Li, B. Zhang, Y. Cao, S. Zhao, Y. Gao and J. Liu, "Study on the Beihang Keystroke Dynamics Database", Int'l Joint Conf. on Biometrics (IJCB), pp. 1-5, 2011.
20. C. C. Loy, W. K. Lai and C. P. Lim, "Keystroke patterns classification using the ARTMAP-FD neural network", Proc. of the 3rd Int. Conf. on Intelligent Information Hiding and Multimedia Signal Processing, pp. 61-64, 2007.
21. D. Maltoni, D. Maio, A. K. Jain, and S. Prabhakar, Handbook of Fingerprint Recognition, Springer, NY, 2003.
22. A. Messerman, T. Mustafic, S. Camtepe and S. Albayrak, "Continuous and non-intrusive identity verification in realtime environments based on free-text keystroke dynamics", Int'l Joint Conf. on Biometrics (IJCB), 2011.
23. F. Monrose and A.D. Rubin, "Keystroke Dynamics as a Biometric for Authentication", Future Generation Computing Systems, vol. 16, no. 4, pp. 351-359, 2000.
24. A. Peacock, X. Ke, and M. Wilkerson. "Typing patterns: A key to user identification", IEEE Security and Privacy, 2(5):40-47, 2004.
25. S. Prabhakar, S. Pankanti, and A. K. Jain, "Biometric Recognition: Security and Privacy Concerns", IEEE Security and Privacy Magazine, Vol. 1, No. 2, pp. 33-42, 2003.
26. J.A. Robinson et al., "Computer User Verification Using Login String Keystroke Dynamics", IEEE Trans. Systems, Man and Cybernetics, Part A, vol. 28, pp. 236-241, Mar. 1998.
27. T. Sim and R. Janakiraman, "Are digraphs good for free-text keystroke dynamics? ", IEEE CVPR, pp. 17-22, 2007.
28. E. Al Solami, C. Boyd, A. Clark, and A. K. Islam, "Continuous Biometric Authentication: Can It Be More Practical?", IEEE Int'l Conf. on High Performance Computing and Communications (HPCC), pp. 647-652, 2010.
29. R. Spillane, "Keyboard Apparatus for Personal Identification", IBM Technical Disclosure Bulletin, vol. 17, no. 3346, 1975.
30. D. Umphress and G. Williams, "Identity Verification through Keyboard Characteristics", Int'l J. Man-Machine Studies, Vol. 23, No. 3, pp. 263-273, 1985.
31. U. Uludag, S. Pankanti, S. Prabhakar, and A. K.Jain, "Biometric Cryptosystems: Issues and Challenges", Proceedings of the IEEE, Special Issue on Enabling Security Technologies for Digital Rights Management, Vol. 92, No. 6, June 2004.
32. A. Vadivel, A.K. Majumdar, and S. Sural, "Performance comparison of distance metrics in content-based image retrieval applications", Proc. of Int'l. Conf. on Information Technology, Bhubaneswar, India, pp. 159-164, 2003.
33. J. D. Woodward, N. M. Orlans, and P. T. Higgins. "Biometrics: Identity Assurance in the Information Age", McGraw-Hill, New York, USA, 2003.
34. R. Germain, A N. Yager and T. Dunstone. "The Biometric Menagerie", IEEE PAMI, Vol. 32, No. 2, 2010.
35. R. V. Yampolskiy, V. Govindaraju, "Behavioral Biometrics: A Survey and Classification", Int'l J. Biometrics, Vol. 1, No. 1, 2008.
36. E. Yu and S. Cho. "GA-SVM wrapper approach for feature subset selection in keystroke dynamics identity verification", In Proc. Int'l Joint Conf. on Neural Networks (IJCNN), pp. 2253-2257, 2003.
37. R. Zack, C. Tappert, and S. Cha, "Performance of a long-text-input keystroke biometric authentication system using an improved k-nearest-neighbor classification method", IEEE Int'l Conf. on Biometrics: Theory Applications and Systems (BTAS), pp. 1-6, 2010.
38. Benjamin Ngugi, Beverly K. Kahn, and Marilyn Tremaine, "Typing Biometrics: Impact of Human Learning on Performance Quality", J. Data and Information Quality, Vol. 2, No. 2, p. 11, 2011.