Toward user patterns for online security: Observation time and online user identification

Decision Support Systems

Volumn 48, Issue 4, 2010, Pages 548-558

  Padmanabhan, Balaji ^b  

^a Catherine)   (United States)

^b UNIVERSITY OF SOUTH FLORIDA   (United States)

Author keywords

Behavioral signatures; Biometrics; Electronic commerce; Online security; User identification; Web usage mining

Indexed keywords

BEHAVIORAL SIGNATURES; MULTI-FACTOR AUTHENTICATION; ON-LINE IDENTIFICATION; ON-LINE SECURITIES; ONLINE USERS; POTENTIAL APPLICATIONS; TIME PERIODS; USER DATA; USER IDENTIFICATION; WEB USAGE MINING;

BEHAVIORAL RESEARCH; DATA MINING; ELECTRONIC COMMERCE; MOBILE TELECOMMUNICATION SYSTEMS; NETWORK SECURITY;

BIOMETRICS;

EID: 75549084907     PISSN: 01679236     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dss.2009.11.005     Document Type: Article

References (36)

1. Adomavicius G., and Tuzhilin A. Using data mining methods to build customer profiles. IEEE Computer 34 2 (2001) 74-82
2. Aggarwal C., Sun Z., and Yu P.S. Fast algorithms for online generation of profile association rules. IEEE Transactions on Knowledge and Data Engineering 14 5 (2002) 1017-1028
3. Campbell Jr. J.P. Speaker recognition: a tutorial. Proceedings of the IEEE 85 9 (1997) 1437-1462
4. Cavusoglu H., Mishra B., and Raghunathan S. The value of intrusion detection systems in information technology security architecture. Information Systems Research 16 1 (2005) 28-46
5. Cortes C., and Pregibon D. Signature-based methods for data streams. Data Mining and Knowledge Discovery 5 3 (2001) 167-182
6. Deffenbacher K.A., Cross J.F., Handkins R.E., Chance J.E., Goldstein A.G., Hammersley R.H., and Read J.D. Relevance of voice identification research to criteria for evaluating reliability of an identification. Journal of Psychology 123 2 (1989) 109-119
7. Everitt R.A., and McOwan P.W. Java-based Internet biometric authentication system. IEEE Transactions on Pattern Analysis Machine Intelligence 25 9 (2003) 1166-1172
8. Ferrer L., Bratt H., Gadde V., Kajarekar S., Shriberg E., Sonmez K., Stolcke A., and Venkataraman A. Modeling duration patterns for speaker recognition. Proc. EUROSPEECH 2017-2003 (2003)
9. Goecks J., and Shavlik J. Learning users' interests by unobtrusively observing their normal behavior. Proc. 5th Int'l Conf. Intelligent User Interfaces (2000) 129-132
10. González M.C., Hidalgo C.A., and Barabási A. Understanding individual human mobility patterns. Nature 453 (2008) 779-782
11. Gupta M., Rees J., Chaturvedi A., and Chi J. Matching information security vulnerabilities to organizational security profiles: a genetic algorithm approach. Decision Support Systems 41 3 (2006) 592-603
12. Herath T., and Rao H.R. Encouraging information security behaviors in organizations: role of penalties. Pressures and Perceived Effectiveness, Decision Support Systems 47 2 (2009) 154-165
13. Igarashi K., Miyajima C., Itou C.K., Takeda K., Itakura F., and Abut H. Biometric identification using driving behavioral signals. Proc. Int'l Conf. Multimedia and Expo (2004) 65-68
14. Kerstholt J., Jansen N., Van Amelsvoort A., and Broeders A. Earwitnesses: effects of speech duration, retention interval and acoustic environment. Applied Cognitive Psychology 18 3 (2004) 327-336
15. Kim D.J., Ferrin D.L., and Rao H.R. A trust-based consumer decision-making model in electronic commerce: the role of trust, perceived risk, and their antecedents. Decision Support Systems 44 2 (2008) 544-564
16. Ko T., and Krishnan R. Monitoring and reporting of fingerprint image quality and match accuracy for a large user application. Proc. 33rd Applied Imagery Pattern Recognition Workshop (2004) 159-164
17. Kosala R., and Blockeel H. Web mining research: a survey. SIGKDD Explorations 2 1 (2000) 1-15
18. Legge G.E., Grosmann C., and Pieper C.M. Learning unfamiliar voices. Journal of Experimental Psychology. Learning, Memory, and Cognition 10 2 (1984) 298-303
19. Li J., Zheng R., and Chen H. From fingerprint to writeprint. Communications of the ACM 49 4 (2006) 76-82
20. Madigan D., Genkin A., Lewis D.D., Argamon S., Fradkin D., and Ye L. Author identification on the large scale. Proc. Interface and the Classification Society of North America (2005)
21. Mäntyjärvi J., Lindholm M., Vildjiounaite E., Mäkelä S., and Ailisto H. Identifying users of portable devices from gait pattern with accelerometers. Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (2005)
22. Miller B. Vital signs of identity. IEEE Spectrum 31 2 (1994) 22-30
23. Mobasher B., Dai H., Luo T., and Nakagawa M. Discovery and evaluation of aggregate usage profiles for web personalization. Data Mining and Knowledge Discovery 6 1 (2002) 61-82
24. Monrose F., and Rubin A. Authentication via keystroke dynamics. Proc. 4th ACM Conference on Computer and Communications Security (1997) 48-56
25. Natarajan B.K. Machine Learning: a Theoretical Approach (1991), Morgan Kaufmann
26. Pirolli P.L. Information Foraging Theory: Adaptive Interaction with Information (2007), Oxford University Press, Cambridge, UK
27. Srivastava J., Cooley R., Deshpande M., and Tan P.-T. Web usage mining: discovery and applications of usage patterns from web data. SIGKDD Explorations 1 2 (2000) 12-23
28. Straub D. Effective is security: an empirical study. Information Systems Research 1 3 (1990) 255-276
29. Witten H., and Frank E. Data Mining: Practical Machine Learning Tools and Techniques. 2nd ed (2005), Morgan Kaufmann, San Francisco
30. Wolpert D.H. The lack of a priori distinctions between learning algorithms. Neural Computation 8 7 (1996) 1341-1390
31. Wolpert D.H., and Macready W.G. No Free Lunch theorems for optimization. IEEE Transactions on Evolutionary Computation 1 1 (1997) 67-82
32. Yang Y., and Padmanabhan B. GHIC: a hierarchical pattern based clustering algorithm for grouping web transactions. IEEE Transactions on Knowledge and Data Engineering 17 9 (2005) 1300-1304
33. Yarmey A.D. Voice identification over the telephone. Journal of Applied Social Psychology 21 22 (1991) 1868-1876
34. Yarmey A.D., and Matthys E. Voice identification of an abductor. Applied Cognitive Psychology 6 5 (1992) 367-377
35. Zhao X., Fang F., and Whinston A.B. An economic mechanism for better internet security. Decision Support Systems 45 4 (2008) 811-821
36. Zois E.N., and Anastassopoulos V. Methods for writer identification. Proc. IEEE International Conference on Electronics, Circuits and Systems (1996)