Cancelable Fingerprint Features Using Chaff Points Encapsulation

Authors

  • Mokhled Sueliman Altarawneh Mutah University

DOI:

https://doi.org/10.31449/inf.v42i3.1855

Abstract

Recently, Biometrics imaging is widely used in several security areas such as security monitoring, database access, border control and immigration, and for reliable personal verification, identification and recognition schemes. To determine or confirm the identity of an individual's based on their physiological and/or behavioral characteristics, biometric features must be used. The aim of this paper is to review cancelable biometric generation and protection schemes. An approach for generating chaff points for fingerprint template features encapsulation as fingerprint cancelability infrastructure has been presented. Results show that strong positive correlation of original minutiae scores go with high decapsulated minutiae scores. To test the given cancelable approach performance two indexes are used, FAR (false accept rate) and FRR (false reject rate).

Author Biography

Mokhled Sueliman Altarawneh, Mutah University

Mokhled AlTarawneh received the B.Sc. in Computer Engineering from Azetech University, Azerbaijan in 1991, M.Sc. from Ryukyus University, Japan in 2001 and Ph.D. in Computer Engineering from Newcastle University, UK in2008.He is currently serving as an Associate professor of Computer Engineering in the department of Computer Engineering at Mutah University. Mokhled is serving as a Chairman of the department of Computer Engineering   as well as a vice dean for student and quality assurance, as Director of Computer center from 2010 to 2013, Director of Admission and registration unit  2013 to 2015.Mokhled is currently conducting research in Image Processing, Biometric Systems, Pattern Recognition, Computer Networks, and Cloud Computing areas. He is also interested in web computing and e-learning Systems.  He is a full member of Jordan Engineers Association (JEA), member of Arab Computer Society (ACS), and International Engineers Association (IEA).Dr. AlTararawneh is a Technical Committee member on image processing for International Association of Science and Technology for Development (IASTED), the International Multi-Conference on Engineering and Technological Innovation (IMETI), International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISAPP (2015, 2016,2017) and International Journal of Computer Science Issues (IJCSI) reviewer committee. He has published over twenty technical papers in Image Processing, Security, and Biometric Systems. 

References

Jain, A., K. Nandakumar, and A. Nagar, Biometric Template Security. EURASIP Journal on Advances in Signal Processing, 2008: p. 1-17.

Ang, R., R. Safavi–Naini, and L. McAven, Cancelable key-based fingerprint templates, in Proc of the Australasian Conf. on Information Security and Privacy ACISP’05,242-252 2005.

Moujahdi, C., et al., Spiral Cube for Biometric Template Protection, in Image and Signal Processing. 2012. p. 235-244.

Hirata, S. and K. Takahashi, Cancelable Biometrics with Perfect Secrecy for Correlation-Based Matching ICB 2009,LNCS,Tistarelli, M and Nixon, M.S. (Eds), Springer, 2009. 5558: p. 868-878.

Patel, V.M., N.K. Ratha, and R. Chellappa, Cancelable Biometrics: A Review. IEEE Signal Processing Magazine, 2015. 32(5): p. 54-65.

Reiter, M., et al. Cryptographic key-generation from voice. in IEEE Computer Society Symposium on Research in Security and Privacy. 2001. USA.

Uludag, U., et al., Biometric cryptosystems: issues and challenges. Proceedings of the IEEE, 2004. 92(6): p. 948-960.

F.Hao, R. Anderson, and J. Daugman. Combining crypto with biometrics effectively. in IEEE Transactions on Computers 2006.

Ratha, N.K., et al., Generating Cancelable Fingerprint Templates. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007. 29(4): p. 561-572

Viellhauer, C., R. Steinmetz, and A. Mayyerhofer. Biometric hash based on statistical features of online signatures. in the International conference on Pattern Recognition. 2002.

Goh, A. and D.C.L. Ngo, Computation of Cryptographic Keys from Face Biometrics, in Communications and Multimedia Security. Advanced Techniques for Network and Data Protection: 7th IFIP-TC6 TC11 International Conference, CMS 2003, , A. Lioy and D. Mazzocchi, Editors. 2003, Springer Berlin Heidelberg: Berlin, Heidelberg. p. 1-13.

R.Ang, R.Safav-Naini, and L.McAven. Cancelable Key-based Fingerprint Templates. in 10th Australian Conf, Information Security and Privacy. 2005.

Ratha, N.K., et al., Generating Cancelable Fingerprint Templates. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2007. 29: p. 561-572.

Nagar, A. and A.K. Jain. On the security of non-invertible fingerprint template transforms. in 2009 First IEEE International Workshop on Information Forensics and Security (WIFS). 2009.

Palmer, L.R., et al. Efficient fingerprint feature extraction: Algorithm and performance evaluation. in 2008 6th International Symposium on Communication Systems, Networks and Digital Signal Processing. 2008.

http://bias.csr.unibo.it/fvc2002, F.w.s.; Available from: http://bias.csr.unibo.it/fvc2002.

Zhao, F. and X. Tang. Preprocessing for skeleton-based fingerprint minutiae extraction. in Proc. Int'l Conf Imaging Science, Systems, and Technology (CISST). 2002.

Sudiro, S.A., M. Paindavoine, and M. Kusuma. Simple Fingerprint Minutiae Extraction Algorithm Using Crossing Number On Valley Structure. in IEEE Workshop on Automatic Identification Advanced Technologies, 2007. 2007.

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Published

2018-09-30

How to Cite

Altarawneh, M. S. (2018). Cancelable Fingerprint Features Using Chaff Points Encapsulation. Informatica, 42(3). https://doi.org/10.31449/inf.v42i3.1855

Issue

Vol. 42 No. 3 (2018)

Section

Regular papers

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