Feature extraction and learning approaches for cancellable biometrics: A survey

W Yang, S Wang, J Hu, X Tao… - CAAI Transactions on …, 2024 - Wiley Online Library
Biometric recognition is a widely used technology for user authentication. In the application
of this technology, biometric security and recognition accuracy are two important issues that …

Random permutation principal component analysis for cancelable biometric recognition

N Kumar, S Singh, A Kumar - Applied Intelligence, 2018 - Springer
Although biometrics is being increasingly used across the world, it also raises concerns over
privacy and security of the enrolled identities. This is due to the fact that biometrics are not …

Cancelable biometrics: a comprehensive survey

Manisha, N Kumar - Artificial Intelligence Review, 2020 - Springer
Biometric recognition is a challenging research field but suffers from privacy and security
concerns. To address this concern, Cancelable Biometrics is suggested in literature in which …

CBRW: a novel approach for cancelable biometric template generation based on 1-D random walk

N Kumar, Manisha - Applied Intelligence, 2022 - Springer
Cancelable Biometric is a challenging research field in which security of an original
biometric image is ensured by transforming the original biometric into another irreversible …

Multi-instance cancellable biometrics schemes based on generative adversarial network

M Tarek, E Hamouda, AS Abohamama - Applied Intelligence, 2022 - Springer
The main role of cancellable biometric schemes is to protect the privacy of the enrolled
users. The protected biometric data are generated by applying a parametrized …

CanBiPT: Cancelable biometrics with physical template

H Liu, Y Gao, C Liu, J Sun, X Guo, H Zhang… - Pattern Recognition …, 2023 - Elsevier
Cancelable biometrics are designed to solve the problem where biological characteristics
cannot be cancelled and reissued. At present, most of the cancelable biometrics are carried …

Robust cancellable biometrics scheme based on neural networks

M Tarek, O Ouda, T Hamza - IET Biometrics, 2016 - Wiley Online Library
Several cancellable biometrics (CBs) techniques have been proposed to protect biometric
data and maintain users' privacy. Although such techniques can withstand brute‐force …

Cancellable biometric using matrix approaches

R Mukhaiyar - 2015 - theses.ncl.ac.uk
Cancellable biometrics endeavour to hide the appearance of a biometric image into a
transformed template which prevents the outsider from recognising whom the biometric …

Max-min threshold-based cancelable biometric templates for low-end devices

G Siddhad, P Khanna - Journal of Electronic Imaging, 2022 - spiedigitallibrary.org
Biometrics are widely used in security systems, but it has drawbacks such as its
nonreusability, being susceptible to getting stolen, and being prone to unauthorized access …

RP-LPP: a random permutation based locality preserving projection for cancelable biometric recognition

N Kumar, M Rawat - Multimedia Tools and Applications, 2020 - Springer
Biometrics are being increasingly used across the world, but it also raises privacy and
security concerns of the enrolled identities. The main reason is due to the fact that biometrics …