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Soft Computing

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14.03.2018 | Methodologies and Application

A novel fuzzy vault scheme based on fingerprint and finger vein feature fusion

verfasst von: Lin You, Ting Wang

Erschienen in: Soft Computing | Ausgabe 11/2019

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Abstract

Template security is a critical issue in biometric systems. As we know, our biometrics will not change when we reach adulthood. What will happen if our biometric template is lost or stolen? The classical fuzzy vault scheme uses a single biological template, and the biological feature parameters are directly present in the fuzzy vault, this will not effectively protect the biological template. To deal with this problem, we propose a novel fuzzy vault scheme based on fingerprint and finger vein feature fusion which can alleviate the limitation of the fuzzy vault using one biological template. It is difficult for attackers to restore each biological template from the fusion template. In addition, the fusion encoding not the feature point parameters is stored in our fuzzy vault, and this fusion encoding will not reveal the information of feature point. Our experiment results show that our scheme can also achieve a high genuine acceptance rate and a low false acceptance rate.

Vorheriger Artikel Multi-attribute group decision making based on power generalized Heronian mean operator under hesitant fuzzy linguistic environment

Nächster Artikel Multi-attribute decision making based on prioritized operators under probabilistic hesitant fuzzy environments

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Cavoukian A, Stoianov A (2011) Biometric encryption. In: Van Tilborg HCA, Jajodia S (eds) Encyclopedia of cryptography and security. Springer, New York, pp 90–98

Chae CJ, Choi KN, Choi K, Kin JS, Shin YJ (2014) Enhanced biometric encryption algorithm for private key protection in BioPKI system. J Cent South Univ Technol 21(11):4286–4290CrossRef

Dodis Y, Reyzin L. FuzzyeExtractors: how to generate strong keys from biometrics and other noisy data. In: Proceedings of the international conference on advances in cryptology (EUROCRYPT’ 2004). Interlaken, pp 523–540

Geetika, Kaur M (2013) Multimodal based fuzzy vault using iris retina and finger vein. In: Proceedings of the fourth international conference on computing, communications and networking technologies. Tiruchengode, pp 1–5

Hirschbichler M, Boyd C, Boles W (2008) A scheme for enhancing security using multiple fingerprints and the fuzzy vault. In: the Proceeding of the 2008 international conference on digital image computing: techniques and applications. Canberra, pp 540–547

Juels A, Sudan M (2002) A fuzzy vault scheme. In: Proceedings of the international symposium on information theory. Lausanne, p 408

Juels A, Sudan M (2006) A fuzzy vault scheme. Des Codes Cryptogr 38(2):237–257MathSciNetCrossRefMATH

Li S, Kot AC (2013) Fingerprint combination for privacy protection. IEEE Trans Inf Forensics Secur 8(2):350–360CrossRef

Liu H, Sun D, Xiong K, et al (2010) 3D fuzzy vault based on palmprint. In: Proceedings of the 2010 IEEE international conference on cyber-enabled distributed computing and knowledge discovery (CyberC). Huangshan, pp 230–234

Lu L, Peng J (2014) Finger multi-biometric cryptosystem using feature-level fusion. Int J Signal Process Image Process Pattern Recognit 7:1035–1046

Moon D, Chung Y, Seo C et al (2014) A practical implementation of fuzzy fingerprint vault for smart cards. J Intell Manuf 25(2):293–302CrossRef

Nagar A, Nandakumar K, Jain AK (2012) Multibiometric cryptosystems based on feature-level fusion. IEEE Trans Inf Forensics Secur 7(1):255–268CrossRef

Nandakumar K, Jain A K (2008) Multibiometric template security using fuzzy vault. In: the Proceeding of the 2008 international conference on biometrics: theory, applications and systems. Arlington, pp 1–6

Nandakumar K, Nagar A, Jain A K (2007) Hardening fingerprint fuzzy vault using password. In: Proceeding of the 2007 international conference on Advances in Biometrics. Berlin, pp 927–937

Omar MN, Salleh M, Bakhtiari M (2014) Biometric encryption to enhance confidentiality in cloud computing. In: Proceeding of 2014 international symposium on biometrics and security technologies (ISBAST’ 15). Kuala Lumpur, pp 45–50

Uludag U, Jain A (2006) Securing fingerprint template: fuzzy vault with helper data. In: Proceedings of Cvpr workshop on privacy research in vision. New York, pp 17–22

Uludag U, Pankanti S, Jain AK (2005) Fuzzy vault for fingerprints. In: Lecture notes in computer science, vol 3546, pp 310–319

Wu L, Xiao P, Jiang S, et al (2011) A fuzzy vault scheme for feature fusion. In: Proceedings of the 6th Chinese conference on Biometric recognition (CCBR’11). Beijing, pp 237–243

Wu L, Yuan S (2010) A face based fuzzy vault scheme for secure online authentication. In: Proceedings of the 2010 second international symposium on data, privacy, and e-commerce. New York, pp 45–49

Titel: A novel fuzzy vault scheme based on fingerprint and finger vein feature fusion
verfasst von: Lin You
Ting Wang
Publikationsdatum: 14.03.2018
Verlag: Springer Berlin Heidelberg
Erschienen in: Soft Computing / Ausgabe 11/2019
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI: https://doi.org/10.1007/s00500-018-3046-8

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