Proceedings ArticleDOI
Generating registration-free cancelable fingerprint templates based on Minutia Cylinder-Code representation
Ning Zhang,Xin Yang,Yali Zang,Xiaofei Jia,Jie Tian +4 more
- pp 1-6
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TLDR
Two novel approaches to construct registration-free cancelable fingerprint templates based on Minutia Cylinder Code are proposed, which is the state of the art local representation for fingerprint.Abstract:
Cancelable biometrics has become an indispensable technique during biometric authentication. There have been several prior attempts to construct cancelable fingerprint templates. However, existing schemes have not provided a satisfying trade off between performance and security. In this paper, we proposed two novel approaches to construct registration-free cancelable fingerprint templates based on Minutia Cylinder Code, which is the state of the art local representation for fingerprint. And experiments show that the two approaches provide good results in terms of three criteria: performance, unlinkability and irreversibility.read more
Citations
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Journal ArticleDOI
Cancelable Biometrics: A review
TL;DR: An overview of various cancelable biometric schemes for biometric template protection is provided and the merits and drawbacks of available cancelableBiometric systems are discussed and promising avenues of research are identified.
Journal ArticleDOI
Security and Accuracy of Fingerprint-Based Biometrics: A Review
TL;DR: It is shown in the paper that researchers continue to face challenges in tackling the two most critical attacks to biometric systems, namely, attacks to the user interface and template databases.
Journal ArticleDOI
Cancelable Biometrics: a comprehensive survey
Manisha,Nitin Kumar +1 more
TL;DR: A comprehensive survey of more than 120 techniques suggested by various researchers from time to time for Cancelable Biometrics is presented and a novel taxonomy for the same is developed.
Journal ArticleDOI
A review on performance,security and various biometric template protection schemes for biometric authentication systems
Arpita Sarkar,Binod Kumar Singh +1 more
TL;DR: This review paper reflects the limitations of various biometric template protection methods being used in present times and highlights the scope of future work.
Journal ArticleDOI
Biometrics Based Privacy-Preserving Authentication and Mobile Template Protection
TL;DR: This work proposes a new cancelable fingerprint template which can not only mitigate the negative effect of nonlinear distortion by combining multiple feature sets, but also defeat the ARM attack through a proposed feature decorrelation algorithm.
References
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Journal ArticleDOI
Biometric template security
TL;DR: This work presents a high-level categorization of the various vulnerabilities of a biometric system and discusses countermeasures that have been proposed to address these vulnerabilities.
Journal ArticleDOI
Generating Cancelable Fingerprint Templates
TL;DR: This paper demonstrates several methods to generate multiple cancelable identifiers from fingerprint images to overcome privacy concerns and concludes that feature-level cancelable biometric construction is practicable in large biometric deployments.
Journal ArticleDOI
A survey on biometric cryptosystems and cancelable biometrics
Christian Rathgeb,Andreas Uhl +1 more
TL;DR: A comprehensive survey of biometric cryptosystems and cancelable biometrics is presented and state-of-the-art approaches are reviewed based on which an in-depth discussion and an outlook to future prospects are given.
Journal ArticleDOI
Minutia Cylinder-Code: A New Representation and Matching Technique for Fingerprint Recognition
TL;DR: The Minutia Cylinder-Code is introduced, a novel representation based on 3D data structures (called cylinders), built from minutiae distances and angles and the feasibility of obtaining a very effective fingerprint recognition implementation for light architectures is demonstrated.
Journal ArticleDOI
Random Multispace Quantization as an Analytic Mechanism for BioHashing of Biometric and Random Identity Inputs
TL;DR: The previously presented biometric-hash framework prescribes the integration of external randomness with user-specific biometrics, resulting in bitstring outputs with security characteristics comparable to cryptographic ciphers or hashes, which are explained in this paper as arising from the random multispace quantization of biometric and external random inputs.
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