Biometric template security: Challenges and solutions

AK Jain, A Ross, U Uludag - 2005 13th European signal …, 2005 - ieeexplore.ieee.org
A biometric system is vulnerable to a variety of attacks aimed at undermining the integrity of
the authentication process. These attacks are intended to either circumvent the security …

Learning a fixed-length fingerprint representation

JJ Engelsma, K Cao, AK Jain - IEEE transactions on pattern …, 2019 - ieeexplore.ieee.org
We present DeepPrint, a deep network, which learns to extract fixed-length fingerprint
representations of only 200 bytes. DeepPrint incorporates fingerprint domain knowledge …

Deep hashing for secure multimodal biometrics

V Talreja, MC Valenti… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
When compared to unimodal systems, multimodal biometric systems have several
advantages, including lower error rate, higher accuracy, and larger population coverage …

Biometric security from an information-theoretical perspective

T Ignatenko, FMJ Willems - Foundations and Trends® in …, 2012 - nowpublishers.com
In this review, biometric systems are studied from an information theoretical point of view. In
the first part biometric authentication systems are studied. The objective of these systems is …

Biometric template transformation: a security analysis

A Nagar, K Nandakumar… - Media Forensics and …, 2010 - spiedigitallibrary.org
One of the critical steps in designing a secure biometric system is protecting the templates of
the users that are stored either in a central database or on smart cards. If a biometric …

Exploiting channel diversity in secret key generation from multipath fading randomness

Y Liu, SC Draper, AM Sayeed - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
We design and analyze a method to extract secret keys from the randomness inherent to
wireless channels. We study a channel model for a multipath wireless channel and exploit …

A hybrid approach for generating secure and discriminating face template

YC Feng, PC Yuen, AK Jain - IEEE transactions on information …, 2009 - ieeexplore.ieee.org
Biometric template protection is one of the most important issues in deploying a practical
biometric system. To tackle this problem, many algorithms, that do not store the template in …

Multibiometric secure system based on deep learning

V Talreja, MC Valenti… - 2017 IEEE Global …, 2017 - ieeexplore.ieee.org
In this paper, we propose a secure multibiometric system that uses deep neural networks
and error-correction coding. We present a feature-level fusion framework to generate a …

Fingerprint template protection with minutiae-based bit-string for security and privacy preserving

Z Jin, ABJ Teoh, TS Ong, C Tee - Expert systems with applications, 2012 - Elsevier
Recently, biometric template protection has received great attention from the research
community due to the security and privacy concerns for biometric template. Although a …

Secure biometrics: Concepts, authentication architectures, and challenges

S Rane, Y Wang, SC Draper… - IEEE Signal Processing …, 2013 - ieeexplore.ieee.org
Biometrics are an important and widely used class of methods for identity verification and
access control. Biometrics are attractive because they are inherent properties of an …