Biometric template security: Challenges and solutions
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 …
the authentication process. These attacks are intended to either circumvent the security …
Learning a fixed-length fingerprint representation
We present DeepPrint, a deep network, which learns to extract fixed-length fingerprint
representations of only 200 bytes. DeepPrint incorporates fingerprint domain knowledge …
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 …
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 …
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 …
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
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 …
wireless channels. We study a channel model for a multipath wireless channel and exploit …
A hybrid approach for generating secure and discriminating face template
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 …
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 …
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
Recently, biometric template protection has received great attention from the research
community due to the security and privacy concerns for biometric template. Although a …
community due to the security and privacy concerns for biometric template. Although a …
Secure biometrics: Concepts, authentication architectures, and challenges
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 …
access control. Biometrics are attractive because they are inherent properties of an …