A Finger-Vein Based Cancellable Bio-cryptosystem

Irrevocability is one major issue in existing bio-cryptosystems. In this paper, we proposed a cancellable bio-cryptosystem by taking the full advantage of cancellable and non-invertible properties of bio-hashing biometrics. Specifically, two transformed templates are generated by using the bio-hashing algorithm and applied into two different secure sketches, fuzzy commitment sketch and fuzzy vault sketch, respectively. These two secure sketches can be fused in two different ways: AND fusion and OR fusion, so as to emphasis either on the recognition accuracy or the security level of the system. Experimental results and security analysis show the validity of the proposed scheme.

[1]  Yilong Yin,et al.  SDUMLA-HMT: A Multimodal Biometric Database , 2011, CCBR.

[2]  Jiankun Hu,et al.  Global Ridge Orientation Modeling for Partial Fingerprint Identification , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[3]  Andrew Beng Jin Teoh,et al.  Biohashing: two factor authentication featuring fingerprint data and tokenised random number , 2004, Pattern Recognit..

[4]  Nalini K. Ratha,et al.  Enhancing security and privacy in biometrics-based authentication systems , 2001, IBM Syst. J..

[5]  Jiankun Hu,et al.  A Delaunay Triangle-Based Fuzzy Extractor for Fingerprint Authentication , 2012, 2012 IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications.

[6]  Frédéric Lehmann,et al.  Turbo Segmentation of Textured Images , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[7]  Jiankun Hu,et al.  A Fingerprint Orientation Model Based on 2D Fourier Expansion (FOMFE) and Its Application to Singular-Point Detection and Fingerprint Indexing , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[8]  D. Mulyono,et al.  A study of finger vein biometric for personal identification , 2008, 2008 International Symposium on Biometrics and Security Technologies.

[9]  J. Hu Mobile fingerprint template protection: Progress and open issues , 2008, 2008 3rd IEEE Conference on Industrial Electronics and Applications.

[10]  Jiankun Hu,et al.  Pair-polar coordinate-based cancelable fingerprint templates , 2011, Pattern Recognit..

[11]  Suela Kodra Fuzzy extractors : How to generate strong keys from biometrics and other noisy data , 2015 .

[12]  Jiankun Hu,et al.  Alignment-free cancelable fingerprint template design: A densely infinite-to-one mapping (DITOM) approach , 2012, Pattern Recognit..

[13]  Peng Zhang,et al.  A pitfall in fingerprint bio-cryptographic key generation , 2011, Comput. Secur..

[14]  Jiankun Hu,et al.  A fingerprint based bio-cryptographic security protocol designed for client/server authentication in mobile computing environment , 2011, Secur. Commun. Networks.

[15]  Jiankun Hu,et al.  Mobile device access control: an improved correlation based face authentication scheme and its Java ME application , 2012, Concurr. Comput. Pract. Exp..

[16]  Vitomir Struc,et al.  The Complete Gabor-Fisher Classifier for Robust Face Recognition , 2010, EURASIP J. Adv. Signal Process..

[17]  F. MacWilliams,et al.  The Theory of Error-Correcting Codes , 1977 .