Cancelable multibiometrics template security using deep binarization and secure hashing

A Singh, YN Singh - International Journal of Pattern Recognition and …, 2023 - World Scientific
Template security and privacy is of utmost significance while designing a biometric system.
Several biometric template protection systems have been presented in the past, but none of …

Biometric template protection using deep learning

A Singh, YN Singh, P Kumar - … of the 12th International Conference on Soft …, 2021 - Springer
Use of biometrics in digital society has raised the questions of biometric template protection
and secure authentication. The biometric template protection mechanisms known so far …

Multimodal biometric template protection based on a cancelable SoftmaxOut fusion network

J Kim, YG Jung, ABJ Teoh - Applied Sciences, 2022 - mdpi.com
Authentication systems that employ biometrics are commonplace, as they offer a convenient
means of authenticating an individual's identity. However, these systems give rise to …

Deep Hashing based Cancelable Multi-biometric Template Protection

G Zhao, Q Jiang, D Wang, X Ma… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The increasing use of multi-biometric authentication has raised concerns about the security
of biometric templates. Many template protection methods based on convolutional neural …

Fusing binary templates for multi-biometric cryptosystems

G Mai, MH Lim, PC Yuen - 2015 IEEE 7th International …, 2015 - ieeexplore.ieee.org
Biometric cryptosystem has been proven to be one of the promising approaches for template
protection. Since most methods in this approach require binary input, to extend it for multiple …

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 …

[PDF][PDF] PlexNet: An ensemble of deep neural networks for biometric template protection

A Singh, R Srivastva, YN Singh - International Journal of …, 2021 - researchgate.net
The security of biometric systems, especially protecting the templates stored in the gallery
database, is a primary concern for researchers. This paper presents a novel framework …

Optimizing discriminability of globally binarized face templates

E Hamouda, O Ouda, X Yuan, T Hamza - Arabian Journal for Science and …, 2016 - Springer
Biometric systems are being increasingly deployed in various applications such as
smartphones, passports and visa control, health cards, and crime investigation applications …

Secure triplet loss: Achieving cancelability and non-linkability in end-to-end deep biometrics

JR Pinto, MV Correia… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Biometric systems store sensitive personal data that need to be highly protected. However,
state-of-the-art template protection schemes generally consist of separate processes …

Multimodal cancelable biometric system

PP Paul - 2016 - prism.ucalgary.ca
Cyberattacks against individuals and organizations are increasing at alarming rates all over
the world. Traditional password, pin, smart id, and tokens based systems are insufficient to …