Title :
Dual Layer Structure Check (DLSC) fingerprint verification scheme designed for biometric mobile template protection
Author :
Xi, Kai ; Hu, Jiankun
Author_Institution :
Sch. of Comput. Sci. & IT, RMIT Univ., Melbourne, VIC, Australia
Abstract :
Recently biometric fingerprint mobile template protection has attracted research attentions. One major challenge is finding reliable biometric features that are robust against distortion and registration error. It is also desirable that raw fingerprints are not easily recovered once the template has been compromised. In this paper, we propose a new dual layer structure check (DLSC) fingerprint verification algorithm based on composite features which are reliable, distortion tolerant and registration free. The algorithm shows a great promise for incorporation into existing template protection schemes such as fingerprint fuzzy vault. In addition, the simplicity nature of our scheme makes it easy to be implemented on mobile devices at either software or hardware level. Our experimental results on public domain database FVC 2002 show that the scheme can achieve a low FRR with low FAR.
Keywords :
fingerprint identification; security of data; biometric mobile template protection; dual layer structure check fingerprint verification scheme; fingerprint fuzzy vault; information security mechanism; mobile devices; public domain database; registration error; Authentication; Biometrics; Cryptography; Fingerprint recognition; Mobile computing; Performance evaluation; Protection; Robustness; Security; Spatial databases; biometric template protection; composite feature; fingerprint; minutiae matching; mobile;
Conference_Titel :
Industrial Electronics and Applications, 2009. ICIEA 2009. 4th IEEE Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-2799-4
Electronic_ISBN :
978-1-4244-2800-7
DOI :
10.1109/ICIEA.2009.5138282