Commenced in January 2007
Paper Count: 30458
A Biometric Template Security Approach to Fingerprints Based on Polynomial Transformations
Authors: Ramon Santana
Abstract:The use of biometric identifiers in the field of information security, access control to resources, authentication in ATMs and banking among others, are of great concern because of the safety of biometric data. In the general architecture of a biometric system have been detected eight vulnerabilities, six of them allow obtaining minutiae template in plain text. The main consequence of obtaining minutia templates is the loss of biometric identifier for life. To mitigate these vulnerabilities several models to protect minutiae templates have been proposed. Several vulnerabilities in the cryptographic security of these models allow to obtain biometric data in plain text. In order to increase the cryptographic security and ease of reversibility, a minutiae templates protection model is proposed. The model aims to make the cryptographic protection and facilitate the reversibility of data using two levels of security. The first level of security is the data transformation level. In this level generates invariant data to rotation and translation, further transformation is irreversible. The second level of security is the evaluation level, where the encryption key is generated and data is evaluated using a defined evaluation function. The model is aimed at mitigating known vulnerabilities of the proposed models, basing its security on the impossibility of the polynomial reconstruction.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1340560Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 327
 D. Maltoni, D. Maio, A. K. Jain, and Salil Prabhakar, Handbook of Fingerprint Recognition, 2009.
 N. Dahiya and C. Kant, “Biometrics Security Concerns,” in Second International Conference on Advanced Computing & Communication Technologies Biometrics, 2012, pp. 299–304.
 R. Cappelli, A. Lumini, D. Maio, and D. Maltoni, “Fingerprint Image Reconstruction from Standard Templates,” IEEE Transactions On Pattern Analysis And Machine Intelligence, vol. 29, no. 9, pp. 1489–1503, 2007.
 A. K. Jain, K. Nandakumar, and A. Nagar, “Fingerprint Template Protection : From Theory to Practice,” in Security and Privacy in Biometrics, 2013, pp. 187—-214.
 ——, “Biometric Template Security,” EURASIP Journal on Advances in Signal Processing, vol. 2008, pp. 1—-17, 2008.
 M. M. Roja and S. Sawarkar, “ElGamel Encryption for Biometric Database Protection,” International Journal of Computer Applications, vol. 68, no. 6, pp. 10–14, 2013.
 A. Juels and M. Wattenberg, “A fuzzy commitment scheme,” in Proceedings of the 6th ACM conference on Computer and communications security. ACM, 1999, pp. 28–36.
 A. Juels and M. Sudan, “A Fuzzy Vault Scheme,” in IEEE International Symposium on Information Theory, 2002, p. 408.
 X. Li and D. Sun, “A Dual-Mode Fingerprint Fusion Encryption Method Based on Fuzzy Vault,” in International Conference on Cyber-Enabled Distributed Computing and Knowledge Discover, no. 60773015, 2012, pp. 208–215.
 R. M. Bolle, N. K. Ratha, J. H. Connell, and R. M. Bolle, “Enhancing security and privacy in biometrics-based authentication systems,” IBM systems Journal, vol. 40, no. 3, pp. 614–634, 2001.
 N. Ratha, J. Connell, and R. M. Bolle, “Cancelable Biometrics : A Case Study in Fingerprints,” pp. 18–21, 2006.
 N. K. Ratha, S. Chikkerur, J. Connell, R. M. Bolle, and S. Member, “Generating Cancelable Fingerprint Templates,” IEEE Transactions On Pattern Analysis And Machine Intelligence, vol. 29, no. 4, pp. 561–572, 2007.
 A. K. Jain, S. Prabhakar, L. Hong, and S. Pankanti, “FingerCode: a filterbank for fingerprint representation and matching,” in IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 2, 1999, p. 8.
 R. Belguechi, C. Rosenberger, and S. A. Aoudia, “BioHashing for securing fingerprint minutiae templates,” in International Conference on Pattern Recognition, 2010, pp. 1172–1175.
 R. Belguechi, E. Cherrier, C. Rosenberger, and S. Ait-aoudia, “Operational bio-hash to preserve privacy of fingerprint minutiae templates,” IET Biometrics, no. February, pp. 1–9, 2013.
 A. Teoh, D. Ngo, C. Ling, and A. Goh, “Biohashing : Two factor authentication featuring fingerprint data and tokenised random number,” Pattern Recognition, vol. 37, pp. 2245–2255, 2004.
 U. Uludag, S. Pankanti, and A. K. Jain, “Fuzzy Vault for Fingerprints,” pp. 310–319, 2005.