Decision fusion for multimodal active authentication

IT Professional

Volumn 15, Issue 4, 2013, Pages 29-33

  Fridman, Alex ^a   Stolerman, Ariel ^a   Acharya, Sayandeep ^a   Brennan, Patrick ^b   Juola, Patrick ^b   Greenstadt, Rachel ^a   Kam, Moshe ^a  

^a Drexel University   (United States)

^b Juola and Associated ^*  (United States)

Author keywords

authentication; biometrics; fusion; information technology; security; stylometry

Indexed keywords

BIOMETRIC SENSORS; BROWSING BEHAVIOR; DECISION FUSION ARCHITECTURE; KEYSTROKE DYNAMICS; MOUSE MOVEMENTS; OFFICE ENVIRONMENTS; SECURITY; STYLOMETRY;

BIOMETRICS; FUSION REACTIONS; INFORMATION TECHNOLOGY; STATISTICAL TESTS;

AUTHENTICATION;

EID: 84883296986     PISSN: 15209202     EISSN: None     Source Type: Journal    
DOI: 10.1109/MITP.2013.53     Document Type: Article

References (16)

1. A. Ahmed and I. Traore, "A New Biometric TechnologyBased On Mouse Dynamics," IEEE Trans. Dependableand Secure Computing, vol. 4, no. 3, 2007, pp. 165-179. (Pubitemid 47274809)
2. F. Bergadano, D. Gunetti, and C. Picardi, "UserAuthenticationthrough Keystroke Dynamics," ACMTrans. Information System Security, vol. 5, no. 4, 2002,pp. 367-397.
3. T. Sim et al., "Continuous Verification Using Multimodal Biometrics," IEEE Trans. Pattern Analysis andMachine Intelligence, vol. 29, no. 4, 2007, pp. 687-700. (Pubitemid 46464408)
4. Z. Chair and P. Varshney, "Optimal Data Fusionin Multiple Sensor Detection Systems," IEEE Trans.Aerospace and Electronic Systems, vol. AES-22, no. 1,1986, pp. 98-101. (Pubitemid 16572493)
5. K. Ali and M. Pazzani, On the Link between Error Correlationand Error Reduction in Decision Tree Ensembles,tech. report, Information and Computer Science,Univ. of California, Irvine, 1995.
6. M. Karnan, M. Akila, and N. Krishnaraj, "BiometricPersonal Authentication Using Keystroke Dynamics:A Review," Applied Soft Computing, vol. 11, no. 2, 2011,pp. 1565-1573.
7. N. Bartlow and B. Cukic, "Evaluating the Reliabilityof Credential Hardening through Keystroke Dynamics,"Proc. Int'l Symp. Software Reliability Engineering,IEEE, 2006, pp. 117-126. (Pubitemid 47213948)
8. R. Giot, M. El-Abed, and C. Rosenberger, "KeystrokeDynamics Authentication for CollaborativeSystems," Proc. Int'l Symp. Collaborative Technologies andSystems, IEEE, 2009, pp. 172-179.
9. N. Zheng, A. Paloski, and H. Wang, "An EfficientUser Verification System via Mouse Movements,"Proc. 18th ACM Conf. Computer and Communications Security(CCS 11), ACM, 2011, pp. 139-150.
10. E. Stamatatos, "A Survey of Modern AuthorshipAttribution Methods," J. Amer. Society forInformationScience and Technology, vol. 60, no. 3, 2009,pp. 538-56.
11. A. Abbasi and H. Chen, "Writeprints: A StylometricApproach to Identity-Level Identification and Similarity Detection in Cyberspace," ACM Trans. InformationSystems, vol. 26, no. 2, 2008, pp. 7:1-7:29.
12. J. Platt, "Fast Training of Support Vector MachinesUsing Sequential Minimal Optimization," Advancesin Kernel Methods-Support Vector Learning, MIT Press,1998, pp. 185-208.
13. A. Abbasi and H. Chen, "Identification and Comparison of Extremist-Group Web Forum MessagesUsing Authorship Analysis," IEEE Intelligent Systems, vol. 20, no. 5, 2005, pp. 67-75. (Pubitemid 41527272)
14. R. Yampolskiy, "Behavioral Modeling: AnOverview," American J. Applied Sciences, vol. 5, no. 5, 2008, pp. 496-503.
15. R.R. Tenney and Nils R. Sandell, "Decisionwith Distributed Sensors," IEEE Trans.Aerospace and Electronic Systems, vol. AES-17,1981, pp. 501-510.
16. M. Kam, W. Chang, and Q. Zhu, "HardwareComplexity of Binary Distributed DetectionSystems with Isolated Local BayesianDetectors," IEEE Trans. Systems Man and Cybernetics,vol. 21, no. 3, 1991, pp. 565-571. (Pubitemid 21703520)