Obtaining cryptographic keys using feature level fusion of iris and face biometrics for secure user authentication

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010

Volumn , Issue , 2010, Pages 138-145

  Kanade, Sanjay ^a   Petrovska Delacrétaz, Dijana ^a   Dorizzi, Bernadette ^a  

^a TELECOM SUDPARIS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRIC DATA; BIOMETRIC INFORMATIONS; BIOMETRIC SYSTEMS; BIOMETRIC TRAITS; CRYPTOGRAPHIC KEY; CRYPTOGRAPHIC TECHNIQUES; FALSE ACCEPTANCE RATE; FALSE REJECTION RATE; FEATURE DOMAIN; FEATURE LEVEL FUSION; IDENTITY VERIFICATION; USER AUTHENTICATION; WEIGHTED FEATURES;

AUTHENTICATION; COMPUTER VISION; ENTROPY; PUBLIC KEY CRYPTOGRAPHY; TECHNICAL PRESENTATIONS;

BIOMETRICS;

EID: 77956519688     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2010.5544618     Document Type: Conference Paper

References (32)

1. Biosecure Tool: Performance Evaluation of A BiometricVerification System. Online: http://svnext.itsudparis.eu/svnview2-eph/ref syst/, 2007.
2. J. R. Beveridge, D. Bolme, B. A. raper, and M. Teixeira. The CSU Face Identification Evaluation System. Machine Vision and Applications, 16(2):128-138, 2005.
3. T. E. Boult, W. J. Scheirer, and R. Woodworth. Revocable fingerprint biotokens: Accuracy and security analysis. In IEEE Conference on Computer Vision and Pattern Recognition, pages 1-8, June 2007.
4. J. Bringer, H. Chabanne, G. Cohen, B. Kindarji, and G. Zémor. Optimal Iris Fuzzy Sketches. In IEEE Conference on Biometrics: Theory, Applications and Systems, 2007.
5. W. E. Burr, D. F. Dodson, andW. T. Polk. Electronic authentication guideline: Recommendations of the National Institute of Standards and Technology, April 2006.
6. A. Cavoukian and A. Stoianov. Biometric encryption: A positive-sum technology that achieves strong authentication, security and privacy. White paper, Information and privacy commissioner of Ontario, March 2007.
7. T. C. Clancy, N. Kiyavash, and D. J. Lin. Secure smartcardbased fingerprint authentication. In Proceeding of ACM SIGMM Workshop on Biometrics Methods and Applications, pages 45-52, November 2003.
8. J. Daugman. The importance of being random: Statistical principles of iris recognition. Pattern Recognition, 36(2):279-291, February 2003.
9. F. Hao, R. Anderson, and J. Daugman. Combining crypto with biometrics effectively. IEEE Transactions on Computers, 55(9):1081-1088, 2006.
10. A. T. B. Jin, D. Ngo, C. Ling, and A. Goh. Biohashing: two factor authentication featuring fingerprint data and tokenized random number. Pattern Recognition, 37(11):2245-2255, November 2004.
11. A. Juels and M. Sudan. A fuzzy vault scheme. In A. Lapidoth and E. Teletar, editors, Proc. IEEE Int. Symp. Information Theory, page 408. IEEE Press, 2002.
12. A. Juels and M. Wattenberg. A fuzzy commitment scheme. In Proceedings of the Sixth ACM Conference on Computer and communication Security (CCCS), pages 28-36, 1999.
13. S. Kanade, D. Camara, E. Krichen, D. Petrovska-Delacrétaz, and B. Dorizzi. Three factor scheme for biometric-based cryptographic key regeneration using iris. In The 6th Biometrics Symposium 2008 (BSYM2008), September 2008.
14. S. Kanade, D. Petrovska-Delacrétaz, and B. Dorizzi. Cancelable Iris Biometrics and Using Error Correcting Codes to Reduce Variability in Biometric Data. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2009.
15. S. Kanade, D. Petrovska-Delacrétaz, and B. Dorizzi. Multi-Biometrics Based Cryptographic Key Regeneration Scheme. In IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS), September 2009.
16. P. Kovesi. Matlab and octave functions for computer vision and image processing. Online: http://www.csse.uwa.edu.au/-pk/Research/MatlabFns/, 2005.
17. E. Krichen, B. Dorizzi, Z. Sun, S. Garcia-Salicetti, and T. Tan. Iris Recognition. In D. Petrovska-Delacrétaz, G. Chollet, and B. Dorizzi, editors, Guide to Biometric Reference Systems and Performance Evaluation, pages 25-50. Springer-Verlag, 2009.
18. M. Lades, J. C. Vorbrüuggen, J. Buhmann, J. Lange, C. v.d. Malsburg, R. P. Wüurtz, and W. Konen. Distortion Invariant Object Recognition in the Dynamic Link Architecture. IEEE Transactions on Computers, 42(3):300-311, March 1993.
19. A. Lumini and L. Nanni. An improved biohashing for human authentication. Pattern Recognition, 40(3):1057-1065, March 2007.
20. F. Monrose, M. Reiter, Q. Li, and S. Wetzel. Cryptographic key generation from voice. In Proceedings of the IEEE Symposium on Security and Privacy, pages 202-213, May 2001.
21. F. Monrose, M. Reiter, and R. Wetzel. Password hardening based on keystroke dynamics. In Proceedings of the Sixth ACM Conference on Computer and communication Security (CCCS), pages 73-82, 1999.
22. K. Nandakumar and A. K. Jain. Multibiometric template security using fuzzy vault. In IEEE Second International Conference on Biometrics: Theory, Applications and Systems, 2008.
23. National Institute of Science and Technology (NIST). Face Recognition Grand Challenge, 2005. http://www.frvt.org/FRGC/.
24. National Institute of Science and Technology (NIST). Iris Challenge Evaluation, 2005. http://iris.nist.gov/ice.
25. N. K. Ratha, S. Chikkerur, J. H. Connell, and R. M. Bolle. Generating cancelable fingerprint templates. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(4):561-572, April 2007.
26. N. K. Ratha, J. H. Connell, and R. M. Bolle. Enhancing security and privacy in biometrics-based authentication systems. IBM Systems Journal, 40(3):614-634, 2001.
27. A. A. Ross, K. Nandakumar, and A. K. Jain. Handbook of Multibiometrics. International Series on Biometrics. Springer, 2006.
28. M. Savvides, B. V. Kumar, and P. Khosla. Cancelable biometric filters for face recognition. In Proceedings of the 17th International Conference on Pattern Recognition (ICPR04), volume 3, pages 922-925, August 2004.
29. C. Soutar, D. Roberge, A. Stoianov, R. Gilroy, and B. V. Kumar. Biometric encryption. In ICSA guide to Cryptography. McGraw-Hill, 1999.
30. P. Tuyls, B. Š korić, and T. Kevenaar, editors. Security with Noisy Data. Springer, 2007.
31. U. Uludag and A. Jain. Securing fingerprint template: Fuzzy vault with helper data. In Proc. of the 2006 Conference on Computer Vision and Pattern Recognition Workshop, pages 163-170, June 2006.
32. U. Uludag, S. Pankanti, S. Prabhakar, and A. Jain. Biometric cryptosystems: issues and challenges. Proceedings of the IEEE, 92(6):948-960, June 2004.