A Novel Fingerprint Biometric Cryptosystem Based on Convolutional Neural Networks

A Novel Fingerprint Biometric Cryptosystem Based on Convolutional Neural Networks

Modern access controls employ biometrics as a means of authentication to a great extent. For example, biometrics is used as an authentication mechanism implemented on commercial devices such as smartphones and laptops. This paper presents a fingerprint biometric cryptosystem based on the fuzzy commi...

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Bibliographic Details
Main Authors: Srđan Barzut, Milan Milosavljević, Saša Adamović, Muzafer Saračević, Nemanja Maček, Milan Gnjatović
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Mathematics
Subjects:
biometric cryptosystem
fuzzy commitment scheme
fingerprint recognition
machine learning
convolutional neural network
Online Access:https://www.mdpi.com/2227-7390/9/7/730

Internet

https://www.mdpi.com/2227-7390/9/7/730

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