Cancelable biometrics for HMM-based signature recognition

BTAS 2008 - IEEE 2nd International Conference on Biometrics: Theory, Applications and Systems

Volumn , Issue , 2008, Pages

  Maiorana, Emanuele ^a   Campisi, Patrizio ^a   Ortega Garcia, Javier ^b   Neri, Alessandro ^a  

^a ROMA TRE UNIVERSITY   (Italy)

^b UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

AUTHENTICATION SYSTEMS; BIOMETRIC AUTHENTICATION SYSTEM; BIOMETRIC TEMPLATE; CANCELABLE BIOMETRICS; NON-INVERTIBLE TRANSFORMATION; ONLINE SIGNATURE; PRIVACY CONCERNS; RECOGNITION PERFORMANCE; SECURITY AND PRIVACY; SECURITY ISSUES; SIGNATURE FUNCTION; SIGNATURE RECOGNITION; WIDE DIFFUSION;

AUTHENTICATION; SECURITY OF DATA;

BIOMETRICS;

EID: 67549140582     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BTAS.2008.4699360     Document Type: Conference Paper

References (19)

1. S. Prabhakar, S. Pankanti, and A.K. Jain, "Biometric Recognition: Security and Privacy Concerns", IEEE Security & Privacy Magazine, Vol. 1, No. 2, pp: 33-42, 2003.
2. N.K. Ratha, J.H. Connell, R. Bolle, "Enhancing Security and Privacy of Biometric-based Authentication Systems", IBM Systems Journal, Vol. 40, No. 3, pp. 614-634, 2001.
3. E. Maiorana, M. Martinez-Diaz, P. Campisi, J. Ortega-Garcia, A. Neri, "Template Protection for HMM-based On-line Signature Authentication", CVPR Conference, Workshop on Biometrics, 23-28 June, 2008.
4. A.K. Jain, K. Nandakumar, and A. Nagar, "Biometric Template Security", EURASIP Journal on Advances in Signal Processing, Special Issue on Biometrics, January 2008.
5. A. Juels, M. Wattenberg, "A Fuzzy Commitment Scheme", in ACM Conf. Computer and Comm. Security, Singapore, pp: 28-36, 1999.
6. A. Juels, M. Sudan, " A Fuzzy Vault Scheme", in IEEE Int. Symp. Information Theory, Lausanne, p. 408, 2002.
7. Y. Sutcu, Q. Li, and N. Memon, "Protecting Biometric Templates with Sketch: Theory and Practice", IEEE Transactions on Information Forensics and Security, Vol. 2, No. 3, pp. 503-512, September 2007.
8. A.B.J. Teoh, D.C.L. Ngo, and A. Goh, "Random Multispace Quantization as an Analytic Mechanism for BioHashing of Biometric and Random Identity Inputs", IEEE Transactions on PAMI, Vol. 28, No. 12, pp. 1892-1901, December 2006.
9. N. Ratha, S. Chikkerur J. H. Connell, and R. M. Bolle, "Generating Cancelable Fingerprint Templates", IEEE Transactions on PAMI, Vol. 29, No. 4, pp. 561-572, April 2007.
10. A.A. Ross, K. Nandakumar, and A.K. Jain, Handbook of Multibiometrics, Springer, USA, 2006.
11. R. Ang, R. Safavi-Naini, and L. McAven, "Cancelable Key-Based Fingerprint Templates", in Proceedings 10th Australian Conference Information Security and Privacy, pp. 242-252, July 2005.
12. C. Vielhauer, R. Steinmetz, A. Mayerhöfer, "Biometric Hash based on statistical Features of online Signatures", in International Conference on Pattern Recognition (ICPR), Vol.1, pp. 123-126, 2002.
13. M. Freire-Santos, J. Fierrez-Aguilar, J. Ortega-Garcia, "Cryptographic key generation using handwritten signature", in SPIE Defense and Security, Biometric Technologies, Vol. 6202, pp. 225-231, 2006.
14. W.K. Yip, A. Goh, D.C.L. Ngo, and A.B.J. Teoh, "Generation of Replaceable Cryptographic Keys from Dynamic Handwritten Signatures", in 1CB06, pp. 509-515, 2006
15. M. Van der Veen, T. Kevenaar, G.-J. Schrijen, T.H. Akkermans, and F. Zuo, "Face biometrics with renewable templates", in SPIE Security, Steganography and Watermarking of Multimedia Contents, 2006.
16. E. Maiorana, P. Campisi, and A. Neri, "User Adaptive Fuzzy Commitment for Signature Templates Protection and Renewability," SPIE Journal Electr. Imaging, Special Section on Biometrics, March 2008.
17. J. Fierrez, D. Ramos-Castro, J. Ortega-Garcia, and J. Gonzalez-Rodriguez, "HMM-based on-line signature verification: feature extraction and signature modeling", Pattern Re cognition Letters, Vol. 28, No. 16, pp. 2325-2334, December 2007.
18. L.R. Rabiner, "A tutorial on Hidden Markov Models and selected applications in speech recognition", Proceedings of the IEEE, Vol. 77, No. 2, pp. 257-286, 1989.
19. J. Ortega-Garcia et al., "MCYT baseline corpus: A bimodal biometric database", 1EE Proceedings Vision, Image and Sign. Proc, Spec. Issue on Biometrics on the Internet, Vol. 150, No. 6, pp. 395-401, 2003.