Abstract
Recently, a cryptographic construct, called fuzzy vault, has been proposed for crypto-biometric systems, and some implementations for fingerprint have been reported to protect the stored fingerprint template by hiding the fingerprint features, i.e., adding “chaff” minutiae into the original minutiae set. Also, solutions to the most challenging issue in applying the fuzzy vault to fingerprint(i.e., “align” the input fingerprint with the stored fingerprint template in the domain of the fuzzy vault) have been proposed. One of the solutions exploits the idea of the geometric hashing to solve the auto-alignment problem. In this paper, we analyze the feature distribution of the generated hash table as a stored fingerprint template and improve the security of the geometric hashing-based fuzzy vault by uniformly distributing the features in the stored fingerprint template. The goals of this addition make the feature distribution of the hash table for the chaff minutiae similar to that of the real minutiae as well as the feature distribution of the fingerprint image for both types of minutiae uniform. Based on the experimental results, we confirm that the proposed approach can perform the fingerprint verification more securely without a significant degradation of the verification accuracy.
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References
Juels, A., Sudan, M.: A Fuzzy Vault Scheme. In: Proc. of Symp. on Information Theory, p. 408 (2002)
Clancy, T., Kiyavash, N., Lin, D.: Secure Smartcard-based Fingerprint Authentication. In: Proc. of ACM SIGMM Multim., Biom. Met. & App., pp. 45–52 (2003)
Uludag, U., Pankanti, S., Jain, A.: Fuzzy Fingerprint Vault. In: Proc. of Workshop Biometrics: Challenges arising from Theory to Practice, pp. 13–16 (2004)
Yang, S., Verbauwhede, I.: Automatic Secure Fingerprint Verification System based on Fuzzy Vault Scheme. Proc. of IEEE 5, 609–612 (2005)
Uludag, U., Jain, A.: Securing Fingerprint Template: Fuzzy vault with Helper Data. In: Proc. of Conf. on Computer Vision and Pattern Recognition Workshop, pp. 163–172 (2006)
Chung, Y., et al.: Automatic Alignment of Fingerprint Features for Fuzzy Fingerprint Vault. In: Feng, D., Lin, D., Yung, M. (eds.) CISC 2005. LNCS, vol. 3822, pp. 358–369. Springer, Heidelberg (2005)
Wolfson, H., Rigoutsos, I.: Geometric Hashing: an Overview. IEEE Computational Science and Engineering 4, 10–21 (1997)
Chang, E., Shen, R., Teo, F.: Finding the original Feature Set Hidden among Chaff. In: Proc. of ASIACCS on Computer and Comm. Security, pp. 182–188 (2006)
Ahn, D., et al.: Specification of ETRI Fingerprint Database (in Korean). Technical Report – ETRI (2002)
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© 2007 Springer-Verlag Berlin Heidelberg
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Lee, S., Moon, D., Chung, Y. (2007). Feature Distribution of the Fingerprint Template Generated by the Geometric Hashing-Based Fuzzy Vault. In: Apolloni, B., Howlett, R.J., Jain, L. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2007. Lecture Notes in Computer Science(), vol 4693. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74827-4_103
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DOI: https://doi.org/10.1007/978-3-540-74827-4_103
Publisher Name: Springer, Berlin, Heidelberg
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