Human computer interaction based intrusion detection

Proceedings - International Conference on Information Technology-New Generations, ITNG 2007

Volumn , Issue , 2007, Pages 837-842

  Yampolskiy, Roman V ^a  

^a UNIVERSITY AT BUFFALO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; INTRUSION DETECTION; ONLINE SYSTEMS; VERIFICATION;

BIOMETRIC APPROACHES; GAME NETWORKS;

HUMAN COMPUTER INTERACTION;

EID: 34548127995     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITNG.2007.101     Document Type: Conference Paper

References (51)

1. A. A. E. Ahmed and I. Traore, Anomaly Intrusion Detection based on Biometrics, Workshop on Information Assurance, United States Military Academy, West Point, NY, June 2005.
2. A. A. E. Ahmed and I. Traore, Detecting Computer Intrusions Using Behavioral Biometrics, Third Annual Conference on Privacy, Security and Trust, St. Andrews, New Brunswick, Canada, October, 2005.
3. S. Al-Zubi, A. Brömme and K. Tönnies, Using an Active Shape Structural Model for Biometric Sketch Recognition, In Proceedings of DAGM, Magdeburg, Germany, 10.-12. September 2003, pp. 187-195.
4. F. Apap, A. Honig, S. Hershkop, E. Eskin and S. Stolfo, Detecting malicious software by monitoring anomalous windows registry accesses, Technical report, CUCS Technical Report, 2001.
5. G. Bartolacci, M. Curtin, M. Katzenberg, N. Nwana, S.-H. Cha and C. C. Tappert, Long-Text Keystroke Biometric Applications over the Internet, MLMTA, 2005, pp. 119-126.
6. F. Bergadano, D. Gunetti and C. Picardi, User authentication through keystroke dynamics, ACM Transactions on Information and System Security (TISSEC), November 2002, pp. 367-397.
7. A. Brömme and S. Al-Zubi, Multifactor Biometric Sketch Authentication, In A. Brömme and C Busch, editors, Proceedings of the BIOSIG 2003, Darmstadt, Germany, 24. July 2003, pp. 81-90.
8. Caslon-Analytics, Available at: http://www.caslon.com.au /biometricsnote6.htm, Retrieved October 2,2005.
9. M. Curtin, C. C. Tappert, M. Villani, G. Ngo, J. Simone, H. S. Fort and S. Cha, Keystroke Biometric Recognition on LongText Input: A Feasibility Study, Proc. Int. Workshop Sci Comp/Comp Stat (IWSCCS 2006), Hong Kong, June 2006.
10. V. Dao and V. Vemuri, Profiling Users in the UNIX OS Environment, International ICSC Conference on Intelligent Systems and Applications, University of Wollongong Australia, Dec. 11-15, 2000.
11. D. E. Denning, An intrusion-detection model, IEEE Transactions on Software Engineering, 1987, pp. 222-232.
12. H. H. Feng, O. M. Kolesnikov, P. Fogla, W. Lee and W. Gong, Anomaly detection using call stack information, In Proceedings of IEEE Symposium on Security and Privacy, 2003, pp. 62-78.
13. G. Frantzeskou, S. Gritzalis and S. MacDonell, Source Code Authorship Analysis for Supporting the Cybercrime Investigation Process, 1st International Conference on eBusiness and Telecommunication Networks - Security and Reliability in Information Systems and Networks Track, Kluwer Academic Publishers, Set-bal Portugal, August 2004, pp. 85-92.
14. H. Gamboa and V.-. A. Fred., 2004., A Behavioral Biometric System Based on Human Computer Interaction, In Proceedings of SPIE, 2004.
15. H. Gamboa and A. Fred, An identity authentication system based on human computer interaction behaviour, Proc. of the 3rd Intl. Workshop on Pattern Recognition in Information Systems, ICEIS PRESS, 2003, pp. 46-55.
16. A. K. Ghosh, A. Schwartzbard and M. Schatz, Learning program behavior proles for intrusion detection, In Proceedings of the First USENLX Workshop on Intrusion Detection and Network Monitoring, April 1999, pp. 51-62.
17. T. Goldring, User Profiling for Intrusion Detection in Windows NT, Computing Science and Statistics, 35 (2003).
18. A. Gray, P. Sallis and S. MacDonell, Software Forensics: Extending Authorship Analysis Techniques to Computer Programs, In Proc. 3rd Biannual Conf. Int. Assoc, of Forensic Linguists (IAFL'97), 1997.
19. D. Gunetti, C. Picardi and G. Ruffo, Keystroke Analysis of Different Languages: a Case Study, Proc. of the Sixth Symposium on Intelligent Data Analysis (IDA 2005), Springer-Verlag, Madrid, Spain, 2005, pp. 133-144.
20. G. Gupta, C. Mazumdar and M. S. Rao, Digital Forensic Analysis of E-mails: A trusted E-mail Protocol, International Journal of Digital Evidance, 2 (2004).
21. K. Ilgun, R. A. Kemmerer and P. A. Porras, State transition analysis: A rule-based intrusion detection approach, Software Engineering, 1995, pp. 181-199.
22. J. Ilonen, Keystroke dynamics, Available at: www.it.lut.fi/ kurssit/03-04/010970000/seminars/Ilonen.pdf, Retrieved July 12, 2006.
23. A. K. Jain, R. Bolle and S. Pankanti, BIOMETRICS: Personal Identification in Networked Society, Kluwer Academic Publishers, 1999.
24. A. K. Jain, A. Ross and S. Prabhakar, An introduction to biometric recognition, IEEE Trans. Circuits Syst. Video Technol, 2004, pp. 4-20.
25. A. R. Jansen, D. L. Dowe and G. E., Farr Inductive Inference of Chess Player Strategy, Proceedings of the 6th Pacific Rim International Conference on Artificial Intelligence (PRICAI'2000), 2000, pp. 61-71.
26. I. Jermyn, A. Mayer, F. Monrose, M. K. Reiter and A. D. Rubin, The Design and Analysis of Graphical Passwords, Proceedings of the 8th USENIX Security Symposium, Washington, D.C., August 23-36, 1999.
27. K. Kaufman, G. Cervone and R. S. Michalski, An Application of Symbolic Learning to Intrusion Detection: Preliminary Results From the LUS Methodology, Reports of the Machine Learning and Inference Laboratory, MLI 03-2, George Mason University, Fairfax, VA, June, 2003.
28. I. Koychev and I. Schwab, Adaptation to Drifting User's Interests, In Proceedings of ECML2000 Workshop: Machine Learning in New Information Age, Barcelona, Spain, 2000.
29. T. Lane and C. E. Brodley, An Application of Machine Learning to Anomaly Detection, 20th Annual National Information Systems Security Conference, 1997, pp. 366-380.
30. T. Lane and C. E. Brodley, Detecting the Abnormal: Machine Learning in Computer Security, Department of Electrical and Computer Engineering, Purdue University Technical Report ECE-97-1, West Lafayette, January 1997.
31. J. Marin, D. Ragsdale and J. Surdu, A hybrid approach to the profile creation and intrusion detection, DARPA Information Survivability Conference and Exposition (DISCEX II'01), 2001.
32. R. A. Maxion and T. N. Townsend, Masquerade detection using truncated command lines, In International conference on dependable systems and networks(DNS-02), IEEE Computer Society Press, 2002.
33. F. Monrose and A. D. Rubin, Keystroke Dynamics as a Biometrie for Authentication, Future Generation Computing Systems (FGCS) Journal: Security on the Web (special issue), March 2000.
34. M. Orozco, Y. Asfaw, A. Adler, S. Shirmohammadi and A. E. Saddik, Automatic Identification of Participants in Haptic Systems, 2005 IEEE Instrumentation and Measurement Technology Conference, Ottawa, Canada, 17-19 May 2005.
35. M. Orozco, Y. Asfaw, S. Shirmohammadi, A. Adler and A. E. Saddik, Haptic-Based Biometrics: A Feasibility Study, IEEE Virtual Reality Conference, Alexandria, Virginia, USA, March 25-29, 2006.
36. A. G. Pennington, J. D. Strunk, J. L. Griffin, C. A. N. Soules, G. R. Goodson and G. R. Ganger, Storage-based intrusion detection: Watching storage activity for suspicious behavior, Technical report CMU-CS-02-179. Carnegie Mellon University, October 2002.
37. Poker-edge.com, Stats and Analysis, Available at: http://www.poker-edge.com/stats.php, Retrieved June 7, 2006.
38. M. Pusara and C. E. Brodley, User re-authentication via mouse movements, VizSEC/DMSEC '04: Proceedings of the 2004 ACM workshop on Visualization and data mining for computer security, ACM Press, Washington DC, USA, 2004, pp. 1-8.
39. J. Ramon and N. Jacobs, Opponent modeling by analysing play, Proceedings of the Computers and Games workshop on Agents in Computer Games, Edmonton, Albera, Canada, 2002.
40. K. Renaud, Quantifying the Quality of Web Authentication Mechanisms. A Usability Perspective, Journal of Web Engineering, Vol. 0, No. 0, Rinton Press, Available at: http://www.dcs.gla.ac.uk/~karen/Papers/j.pdf, 2003.
41. M. Schonlau, W. DuMouchel, W.-H. Ju, A. F. Karr, M. Theus and Y. Vardi, Computer Intrusion: Detecting Maquerades, Statistical Science, 16 (2001), pp. 1-17.
42. E. H. Spafford and S. A. Weeber., Software Forensics: Can We Track Code to its Authors? 15th National Computer Security Conference, Oct 1992, pp. 641-650.
43. S. J. Stolfo, S. Hershkop, K. Wang, O. Nimeskern and C.-W. Hu, A Behavior-based Approach to Securing Email Systems, Mathematical Methods, Models and Architectures for Computer Networks Security, Springer Verlag, Sept. 2003.
44. S. J. Stolfo, C.-W. Hu, W.-J. Li, S. Hershkop, K. Wang and O. Nimeskern, Combining Behavior Models to Secure Email Systems, CU Tech Report, Available at: wwwl.cs.columbia.edu/ids/publications/EMT-weijen.pdf, April 2003.
45. M. O. Trujillo, I. Shakra and A. E. Saddik, Haptic: the new biometrics-embedded media to recognizing and quantifying human patterns, MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia, ACM Press, Hilton, Singapore, 2005, pp. 387-390.
46. A. Tsymbal, The problem of concept drift: definitions and related work, Technical Report TCD-CS-2004-15, Computer Science Department, Trinity College, Dublin, Ireland, 2004.
47. C. Varenhorst, Passdoodles; a Lightweight Authentication Method, Available at: http://people.csail.mit.edu/emax/papers/ varenhorst.pdf, July 27, 2004.
48. O. D. Vel, A. Anderson, M. Corney and G. Mohay, Mining Email Content for Author Identification Forensics, SIGMOD: Special Section on Data Mining for Intrusion Detection and Threat Analysis, 2001.
49. R. V. Yampolskiy, Behavior Based Identification of Network Intruders, 19th Annual CSE Graduate Conference (Grad-Conf2006), Buffalo, NY, February 24, 2006.
50. R. V. Yampolskiy and V. Govindaraju, Use of Behavioral Biometrics in Intrusion Detection and Online Gaming, Biometric Technology for Human Identification III. SPIE Defense and Security Symposium, Orlando, Florida, 17-22 April 2006.
51. D. Y. Yeung and Y. Ding, Host-based intrusion detection using dynamic and static behavioral models, Pattern Recognition, pp. 229-243.