An efficient user verification system via mouse movements

Proceedings of the ACM Conference on Computer and Communications Security

Volumn , Issue , 2011, Pages 139-150

  Zheng, Nan ^a   Paloski, Aaron ^a   Wang, Haining ^a  

^a Dept of Economics and Thomas Jefferson Program in Public Policy at the College of William and Mary   (United States)

Author keywords

Angle based metrics; Mouse dynamics; User verification

Indexed keywords

ANGLE-BASED METRICS; BIOMETRIC AUTHENTICATION; COMPUTING PLATFORM; FAST CLASSIFICATION; KEY FEATURE; MOUSE DYNAMICS; MOUSE MOVEMENTS; OPERATING PLATFORMS; SPECIALIZED HARDWARE; USER VERIFICATION;

BIOMETRICS; MAMMALS; SECURITY OF DATA; SUPPORT VECTOR MACHINES;

AUTHENTICATION;

EID: 80755187823     PISSN: 15437221     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2046707.2046725     Document Type: Conference Paper

References (32)

1. A. A. E. Ahmed and I. Traore. Anomaly intrusion detection based on biometrics. In Proceedings of the 2005 IEEE Workshop on Information Assurance, 2005.
2. A. A. E. Ahmed and I. Traore. A new biometric technology based on mouse dynamics. IEEE Transactions on Dependable and Secure Computing, 4(3):165-179, 2007. (Pubitemid 47274809)
3. L. Ballard, F. Monrose, and D. Lopresi. Biometric authentication revisited: Understanding the impact of wolves in sheep's clothing. In USENIX Security Symposium, 2006.
4. R. Biddle, S. Chiasson, and P. van Oorschot. Graphical passwords: Learning from the first twelve years. ACM Computing Surveys, 2011. (to appear).
5. T. Buch, A. Cotoranu, E. Jeskey, et al. An enhanced keystroke biometric system and associated studies. In Proceedings of Student-Faculty Research Day, CSIS, Pace University, pages C4.2-C4.7, 2008.
6. C.-C. Chang and C.-J. Lin. LIBSVM: a library for support vector machines, 2001. Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm.
7. S. Chiasson, A. Forget, E. Stobert, P. van Oorschot, and R. Biddle. Multiple password interference in text passwords and click-based graphical passwords. In ACM Conference on Computer and Communications Security (CCS), 2009.
8. S. Chiasson, P. C. V. Oorschot, and R. Biddle. Graphical password authentication using cued click-points. In 12th European Symposium On Research In Computer Security (ESORICS), 2007. Springer-Verlag, 2007.
9. S. Chiasson, P. van Oorschot, and R. Biddle. A usability study and critique of two password managers. In USENIX Security Symposium, 2006.
10. DTREG. SVM - Support Vector Machines. http://www.dtreg.com/svm.htm, Feb 2011.
11. D. Florencio and C. Herley. A large scale study of web password habits. In Proceedings of WWW 2007, 2007.
12. H. Gamboa and A. Fred. A behavioral biometric system based on human-computer interaction. In Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, volume 5404, pages 381-392, Aug. 2004.
13. P. Gupta, S. Ravi, A. Raghunathan, and N. K. Jha. Efficient fingerprint-based user authentication for embedded systems. In Proceedings of the 42nd annual Design Automation Conference (DAC), pages 244-247, 2005. (Pubitemid 41675437)
14. T. Joachims. Text categorization with support vector machines: Learning with many relevant features. In Proc. of European Conference on Machine Learning, pages 137-142, 1998. (Pubitemid 128067178)
15. Z. Jorgensen and T. Yu. On mouse dynamics as a behavioral biometric for authentication. In Proceedings of the 6th ACM Symposium on Information, Computer and Communications Security, ASIACCS '11, pages 476-482, 2011.
16. K. Killourhy and R. Maxion. Why did my detector do that?!: predicting keystroke-dynamics error rates. In Proceedings of RAID'10, pages 256-276, 2010.
17. U. Kukreja, W. E. Stevenson, and F. E. Ritter. RUI: Recording user input from interfaces under windows and mac os x. Behavior Research Methods, 38(4):656-659, 2006.
18. C. Mallauran, J.-L. Dugelay, F. Perronnin, and C. Garcia. Online face detection and user authentication. In Proceedings of the 13th annual ACM international conference on Multimedia (MM), pages 219-220, 2005.
19. F. Monrose, M. K. Reiter, and S. Wetzel. Password hardening based on keystroke dynamics. In ACM Conference on Computer and Communications Security (CCS), pages 73-82, 1999. (Pubitemid 32213902)
20. F. Monrose and A. D. Rubin. Authentication via keystroke dynamics. In ACM Conference on Computer and Communications Security (CCS), pages 48-56, 1997.
21. Y. Nakkabi, I. Traore, and A. A. E. Ahmed. Improving mouse dynamics biometric performance using variance reduction via extractors with separate features. IEEE Transactions on Systems, Man, and Cybernetics, 40(6):1345-1353, 2010.
22. C. Papageorgiou, M. Oren, and T. Poggio. A general framework for object detection. In Proceedings of the International Conference on Computer Vision, 1998.
23. A. Peacok, X. Ke, and M. Wilkerson. Typing patterns: A key to user identification. IEEE Security and Privacy, 2(5):40-47, 2004. (Pubitemid 40168625)
24. M. Pusara and C. E. Brodley. User re-authentication via mouse movements. In Proceedings of the 2004 ACM workshop on Visualization and data mining for computer security, pages 1-8, 2004. (Pubitemid 40821167)
25. B. Ross, C. Jackson, N. Miyake, D. Boneh, and J. Mitchell. Stronger password authentication using browser extensions. In USENIX Security Symposium, 2005.
26. D. Schulz. Mouse curve biometrics. In Biometric Consortium Conference, 2006 Biometrics Symposium, pages 1-6. IEEE, 2006.
27. E. Stobert, A. Forget, S. Chiasson, et al. Exploring usability effects of increasing security in click-based graphical passwords. In Annual Computer Security Applications Conference (ACSAC), 2010.
28. S. Tong. Support vector machine active learning for image retrieval. In Proceedings of the ninth ACM international conference on Multimedia, 2001.
29. V. Vapnik. Statistical Learning Theory. Wiley, 1998.
30. V. N. Vladimir. The Nature of Statistical Learning Theory. Springer, Berline Heidelberg, New York, 1995.
31. R. V. Yampolskiy and V. Govindaraju. Behavioural biometrics: a survey and classification. Int. J. Biometrics, 1(1):81-113, 2008.
32. Y. Zhang, F. Monrose, and M. K. Reiter. The security of modern password expiration: An algorithmic framework and empirical analysis. In ACM Conference on Computer and Communications Security (CCS), 2010.