Biometric-Based Key Generation and User Authentication Using Acoustic Characteristics of the Outer Ear and a Network of Correlation Neurons

Biometric-Based Key Generation and User Authentication Using Acoustic Characteristics of the Outer Ear and a Network of Correlation Neurons

Trustworthy AI applications such as biometric authentication must be implemented in a secure manner so that a malefactor is not able to take advantage of the knowledge and use it to make decisions. The goal of the present work is to increase the reliability of biometric-based key generation, which i...

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Bibliographic Details
Main Author: Alexey Sulavko
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
biometric template protection
autoencoders
automatic machine learning
correlation analysis
ear canal echograms
protected execution of biometric authentication algorithms
Online Access:https://www.mdpi.com/1424-8220/22/23/9551

Internet

https://www.mdpi.com/1424-8220/22/23/9551

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