Generating cancelable fingerprint templates

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 29, Issue 4, 2007, Pages 561-572

  Ratha, Nalini K ^a   Chikkerur, Sharat ^b   Connell, Jonathan H ^a   Bolle, Ruud M ^a  

^a IBM RESEARCH   (United States)

^b USA   (United States)

Author keywords

Cancelable biometrics; Fingerprint identification; Image registration; Privacy; Security

Indexed keywords

AUTHENTICATION; DATA PRIVACY; IMAGE REGISTRATION; TEMPLATE MATCHING;

CANCELABLE BIOMETRICS; CROSS-MATCHING; FINGERPRINT IDENTIFICATION;

BIOMETRICS;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; BIOMETRY; CLASSIFICATION; COMPUTER ASSISTED DIAGNOSIS; DERMATOGLYPHICS; EVALUATION; FINGER; HISTOLOGY; HUMAN; IMAGE SUBTRACTION; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BIOMETRY; DERMATOGLYPHICS; FINGERS; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE;

EID: 33947530278     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2007.1004     Document Type: Article

References (31)

1. R. Ang, R. Safavi-Naini, and L. McAven, "Cancelable Key-Based Fingerprint Templates," Proc. 10th Australian Conf. Information Security and Privacy, pp. 242-252, July 2005.
2. A.M. Bazen and S.H. Gerez, "Systematic Methods for the Computation of the Directional Fields and Singular Points of Fingerprints," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 7, pp. 905-919, July 2002.
3. A. Bodo, "Method for Producing a Digital Signature with Aid of Biometric Feature," German Patent, DE 4243908A1, 1994.
4. R.M. Bolle, J.H. Connell, S. Pankanti, N.K. Ratha, and A.W. Senior, Guide to Biometrics. Springer Verlag, 2003.
5. S. Chikkerur and N.K. Ratha, "Impact of Singular Point Detection on Fingerprint Matching Performance," Proc. Fourth IEEE Workshop Automatic Identification Advanced Technologies, pp. 207-212, July 2005.
6. G.I. Davida, Y. Frankel, and B. Matt, "On Enabling Secure Applications through Off-Line Biometric Identification," Proc. IEEE Symp. Security and Privacy, pp. 148-157, 1998.
7. Y. Dodis, L. Reyzin, and A. Smith, "Fuzzy Extractors: How to Generate Strong Keys from Biometrics and Other Noisy Data," Proc. Int'l Conf. Theory and Applications of Cryptographic Techniques, pp. 523-540, May 2004.
8. A. Goh and D.L. Ngo, "Computation of Cyrptographic Keys from Face Biometrics," Proc. IFIP: Int'l Federation for Information Processing, pp. 1-13, 2003.
9. N. Ratha, J. Connell, R. Bolle, and S. Chikkerur, "Cancelable Biometrics: A Case Study in Fingerprints," Proc. Int'l Conf. Pattern Recognition, 2006.
10. A. Juels and M. Wattenberg, "A Fuzzy Commitment Scheme," Proc. Sixth ACM Conf. Computer and Comm. Security, pp. 28-36, 1999.
11. A. Juels and M. Sudan, "A Fuzzy Vault Scheme," Proc. IEEE Int'l Symp. Information Theory, A. Lapidoth and E. Teletar, eds., p. 408, 2002.
12. M. Kawagoe and A. Tojo, "Fingerprint Pattern Classification," Pattern Recogntion, vol. 17, no. 3, pp. 295-303, 1987.
13. J.P. Linnartz and P. Tuyls, "New Shielding Functions to Enhance Privacy and Prevent Misuse of Biometric Templates," Proc. Fourth Int'l Conf. Audio and Video-Based Biometric Person Authentication, pp. 393-402, 2003.
14. T. Matsumoto, H. Matsumoto, K. Yamada, and S. Hoshino, "Impact of Artificial Gummy Fingers on Fingerprint Systems," Proc. SPIE, Optical Security and Counterfeit Deterrence Techniques IV, vol. 4677, pp. 275-289, Jan. 2002.
15. F. Monrose, M.K. Reiter, and S. Wetzel, "Password Hardening Based on Key Stroke Dynamics," Proc. ACM Conf. Computer and Comm. Security, pp. 73-82, 1999.
16. F. Monrose, M.K. Reiter, Q. Li, and S. Wetzel, "Cryptographic Key Generation from Voice," Proc. IEEE Symp. Security and Privacy, pp. 202-213, May 2001.
17. K. Nilsson and J. Bigun, "Localization of Corresponding Points in Fingerprints by Complex Filtering," Pattern Recognition Letters, vol. 24, no. 13, pp. 2135-2144, Sept. 2003.
18. K. Nilsson, "Symmetry Filters Applied to Fingerprints," PhD thesis, Chalmers Univ. of Technology, Sweden, 2005.
19. Proc. US Nat'l Science Foundation Workshop, Biometrics Research Agenda, Apr./May 2003.
20. N.K. Ratha, J.H. Connell, and R. Bolle, "Enhancing Security and Privacy in Biometrics-Based Authentication System," IBM Systems J., vol. 40, no. 3, pp. 614-634, 2001.
21. N.K. Ratha, K. Karu, S. Chen, and A.K. Jain, "A Real-Time Matching System for Large Fingerprint Databases," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 18, no. 8, pp. 799-813, Aug. 1996.
22. M. Savvides, B.V.K. Vijaya Kumar, and P.K. Khosla, "Cancelable Biometric Filters for Face Recognition," Proc. Int'l Conf. Pattern Recognition, pp. 922-925, 2004.
23. C. Soutar, D. Roberge, A. Stoinav, A. Gilroy, and B.V.K. Kumar, "Biometric Encryption Using Image Processing," Proc. SPIE, vol. 3314, pp. 174-188, 1998.
24. Y. Sutcu, H.T. Sencar, and N. Nemon, "A Secure Biometric Authentication Scheme Based on Robust Hashing," Proc. Seventh Workshop Multimedia and Security, pp. 111-116, 2005.
25. T. Connie, A.B.J. Teoh, M.K.O. Goh, and D.C.L. Ngo, "PalmHashing: A Novel Approach for Cancelable Biometrics," Information Processing Letters, vol. 93, no. 1, pp. 1-5, Jan. 2005.
26. A.B.J. Teoh, D.C.L. Ngo, and A. Goh, "Biohashing: Two Factor Authentication Featuring Fingerprint Data and Tokenised Random Number," Pattern Recognition, vol. 37, no. 11, pp. 2245-2255, Nov. 2004.
27. P. Ramo, M. Tico, V. Onnia, and J. Saarinen, "Optimized Singular Point Detection Algorithm for Fingerprint Images," IEEE Trans. Image Processing, vol. 3, pp. 242-245, 2001.
28. P. Tuyls, A.H.M. Akkermans, T.A.M. Kevenaar, G.J. Schrijen, A.M. Bazen, and R.N.J. Veldhuis, "Practical Biometric Authentication with Template Protection," Proc. Sixth Int'l Conf. Audio and Video-Based Biometric Person Authentication, pp. 436-446, 2005.
29. U. Uludag, S. Pankanti, and A.K. Jain, "Fuzzy Vault for Fingerprints," Proc. Sixth Int'l Conf. Audio and Video-Based Biometric Person Authentication, pp. 310-319, 2005.
30. U. Uludag, S. Pankanti, S. Prabhakar, and A.K. Jain, "Biometric Cryptosystems: Issues and Challenges," Proc. IEEE, vol. 92, no. 6, pp. 948-960, June 2004.
31. C. Vielhauer, R. Steinmetz, and A. Mayerhoefer, "Biometric Hash Based on Statistical Features of Online Signatures," Proc. 16th Int'l Conf. Pattern Recognition, vol. 1, p. 10123, 2002.