Cancellable biometrics and annotations on BioHash

Pattern Recognition

Volumn 41, Issue 6, 2008, Pages 2034-2044

  Teoh, Andrew B J ^a   Kuan, Yip Wai ^b   Lee, Sangyoun ^a  

^a Yonsei University   (South Korea)

^b MULTIMEDIA UNIVERSITY   (Malaysia)

Author keywords

BioHash; Cancellable biometrics; Johnson Lindenstrauss lemma; Random projection

Indexed keywords

AUTHENTICATION; ERROR ANALYSIS; FEATURE EXTRACTION; PATTERN MATCHING; PROBLEM SOLVING;

AUTHENTICATION FACTORS; BIOMETRIC TEMPLATES; CANCELLABLE BIOMETRICS; IMPOSTOR POSSESSES; RANDOM PROJECTION;

BIOMETRICS;

EID: 38949203738     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2007.12.002     Document Type: Article

References (35)

1. Ratha N., Connell J., and Bolle R.M. Enhancing security and privacy in biometrics-based authentication systems. IBM Syst. J. 40 3 (2001) 614-634
2. Bolle R.M., Connel J.H., and Ratha N.K. Biometrics perils and patches. Pattern Recognition 35 (2002) 2727-2738
3. Andrew Teoh B.J., Goh A., and David Ngo C.L. Random multispace quantisation as an analytic mechanism for biohashing of biometric and random identity inputs. IEEE Trans. Pattern Anal. Mach. Intell. 28 12 (2006) 1892-1901
4. Andrew Teoh B.J., and David Ngo C.L. Cancellable biometrics featuring with tokenised random number. Pattern Recognition Letter 26 10 (2005) 1454-1460
5. Pang Y.H., Andrew Teoh B.J., and David Ngo C.L. Cancellable palmprint authentication system. Int. J. Signal Process. 1 2 (2005) 98-104
6. Andrew Teoh B.J., David Ngo C.L., and Goh A. Biohashing: two factor authentication featuring fingerprint data and tokenised random number. Pattern Recognition 37 11 (2004) 2245-2255
7. Tee C., Andrew Teoh B.J., Goh A., and David Ngo C.L. PalmHashing: A novel approach for dual factor authentication. Pattern Anal. Appl. 7 3 (2004) 255-268
8. K.H. Cheung, A. Kong, D. Zhang, M. Kamel, J. You, H.W. Lam, An analysis on accuracy of cancellable biometrics based on BioHashing. KES 2005, Lecture Notes on Aritificial Intelligence, vol. 3683, pp. 1168-1172.
9. K.H. Cheung, A. Kong, D. Zhang, M. Kamel, J. You, Revealing the secret of FaceHashing, ICB 2006, Lecture Notes on Computer Science, vol. 3832, Springer, Berlin. pp. 106-112.
10. Kong A., Cheung K.H., Zhang D., Kamel M., and You J. An analysis of BioHashing and its variants. Pattern Recognition 39 7 (2005) 1359-1368
11. G. Davida, Y. Frankel, B.J. Matt, On enabling secure applications through off-line biometrics identification, in: Proceeding Symposium on Privacy and Security, 1998, pp. 148-157.
12. A. Juels, M.A. Wattenberg, Fuzzy commitment scheme, in: ACM Conference on Computer and Communications Security, 1999, pp. 28-36.
13. A. Juels, M. Sudan, A fuzzy vault scheme, in: ACM Conference on Computer and Communications Security, 2002, pp. 408.
14. T.C. Clancy, N. Kiyavashand, D.J. Lin, Secure smartcard-based fingerprint authentication, in: ACM SIGMM 2993 Multimedia, Biometrics Methods and Applications Workshop, 2003, pp. 45-52.
15. Hao F., Anderson R., and Daugman J. Combining crypto with biometrics effectively. IEEE Trans. Comput. 55 9 (2006) 1081-1088
16. Linnartz J.P., and Tuyls P. New shielding functions to enhance privacy and prevent misuse of biometric templates. Proceedings of the 4th International Conference on Audio-and Video-Based Biometric Person Authentication, Lecture Notes on Computer Science vol. 2688 (2003), Springer, Berlin 393-402
17. Tuyls P., Akkermans A., Kevenaar T., Schrijen G.J., Bazen A., and Veldhuis R. Practical biometric template protection system based on reliable components. Proceedings of the 5th International Conference on Audio-and Video-Based Biometric Person Authentication, Lecture Notes on Computer Science vol. 3546 (2005), Springer, Berlin 436-446
18. Soutar C., Roberge D., Stoianov A.R., Gilroy, and Vijaya Kumar B.V.K. Biometrics encryption. In: Nichols R.K. (Ed). ICSA Guide to Cryptography (1999), McGraw-Hill, New York 649-675
19. M. Savvides, B.V.K. Vijaya Kumar, P.K. Khosla, Cancellable biometrics filters for face recognition, in: International Conference of Pattern Recognition, vol. 3, 2004, pp. 922-925.
20. Y. Sutcu, H.T. Sencar, N. Memon, A secure biometric authentication scheme based on robust hashing, in: Proceedings of the 7th Workshop on Multimedia and Security, New York, USA, 2005, pp. 111-116.
21. R. Ang, S.N. Rei, L. McAven, Cancellable key-based fingerprint templates, in: Information Security and Privacy: 10th Australasian Conference, ACISP 2005, Brisbane, Australia, July 4-6, 2005, pp. 242-252.
22. S. Kaski, Dimensionality reduction by random mapping: fast similarity computation for clustering, in: Proceedings of the International Joint Conference on Neural Networks, vol. 1, 1998, pp. 413-418.
23. S. Dasgupta, A. Gupta, An elementary proof of the Johnson-Lindenstrauss Lemma, UTechnical Report TR-99-006, International Computer Science Institute, Berkeley, CA, 1999.
24. David F.N. The moments of the z and F distributions. Biometrika 36 (1949) 394-403
25. Daugman J. The important of being random: statistical principles of iris recognition. Pattern Recognition 36 (2003) 279-291
26. Turk M., and Pentland A. Eigenfaces for recognition. J. Cognitive Neurosci. 13 1 (1991) 71-86
27. P. Phillips, H. Moon, P. Rauss, S. Rizvi, The FERET database and evaluation methodology for face recognition algorithms, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 1997, pp. 137-143.
28. Lai H.L., Yuen P.C., and Feng G.C. Face recognition using holistic Fourier invariant features. Pattern Recognition 34 (2001) 95-109
29. D. Maio, L. Nanni, MultiHashing, human authentication featuring biometrics data and tokenised random number: a case study FVC2004, Neurocomputing, 2005, to appear.
30. A. Goh, C.L. David Ngo, Computation of cryptographic keys from face biometrics, Lecture Notes on Computer Science, vol. 2828, Springer, Berlin, 2003, pp. 1-13.
31. Andrew Teoh B.J., David Ngo C.L., and Goh A. Personalised cryptographic key generation based on FaceHashing. Comput. Secur. J. 23 7 (2004) 606-614
32. W.K. Yip, A. Goh, C.L. David Ngo, B.J. Andrew Teoh, Generation of replaceable cryptographic keys from dynamic handwritten signatures, Lecture Notes on Computer Science, vol. 3832, Springer, Berlin, pp. 509-515.
33. W.K. Yip, A. Goh, C.L. David Ngo, B.J. Andrew Teoh, Cryptographic keys from dynamic handsignatures with biometric secrecy preservation and replaceability, in: 4th IEEE Workshop On Automatic Identification Advanced Technologies (AutoID'05), October 17-18, 2005, Buffalo, New York, USA, 2005, pp. 27-32.
34. Liu K., Kargupta H., and Ryan J. Random projection-based multiplicative data perturbation for privacy preserving distributed data mining. IEEE Trans. Knowl. Data Eng. 18 1 (2006) 92-106
35. J.W. Demmel, N.J. Higham, Improved error bounds for underdetermined system solvers, Computer Science Department, University of Tennessee, Knoxville, TN, Technical Report CS-90-113, August 1990.