Title :
Alignment-free fingerprint cryptosystem based on multiple fuzzy vaults
Author :
Nasiri, Ali Akbar ; Fathy, Mahmood
Author_Institution :
Comput. Eng. Dept., Iran Univ. of Sci. & Technol., Tehran, Iran
Abstract :
It is very important to protect fingerprint templates in the fingerprint recognition systems. Fuzzy vault is a promising and applicable scheme for this purpose. It can protect biometric templates. Also it can perform secure key management. Alignment of the query fingerprint sample in the encrypted domain and the template fingerprint sample is a challenging task. In this paper, we propose an alignment-free fingerprint cryptosystem based on multiple fuzzy vaults. In the proposed method, in registration phase, multiple vaults are constructed for one fingerprint and in verification phase, if at least two of the vaults are decoded successfully by the query fingerprint, the secret will be recovered. The Experiments of the proposed fingerprint cryptosystem are conducted on FVC2002-DBla and FVC2002-DB2a data sets to evaluate the performance of the proposed fingerprint cryptosystem.
Keywords :
cryptography; decoding; fingerprint identification; image coding; image registration; FVC2002-DB2a data set; FVC2002-DBla data set; alignment-free fingerprint cryptosystem; biometric template protection; encrypted domain; fingerprint recognition systems; fingerprint template protection; fuzzy vaults; key management security; performance evaluation; query fingerprint sample alignment; registration phase; template fingerprint sample; vault decoding; verification phase; Cryptography; Databases; Decoding; Fingerprint recognition; Image matching; Image reconstruction; Polynomials; Fingerprint; fuzzy vault; minutia; reference point;
Conference_Titel :
Artificial Intelligence and Signal Processing (AISP), 2015 International Symposium on
Conference_Location :
Mashhad
Print_ISBN :
978-1-4799-8817-4
DOI :
10.1109/AISP.2015.7123486