Secure and Efficient Biometric-Data Binarization using Multi-Objective Optimization

E Hamouda, X Yuan, O Ouda, T Hamza - International Journal of …, 2015 - Springer
Biometric system databases are vulnerable to many types of attacks. To address this issue,
several bio-metric template protection systems have been proposed to protect biometric data …

A novel binarization scheme for real-valued biometric feature

J Peng, B Yang - 2017 IEEE 41st annual computer software …, 2017 - ieeexplore.ieee.org
Biometric binarization is the feature-type transformation that converts a specific feature
representation into a binary representation. It is a fundamental issue to transform the real …

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 …

Binary biometric template generation towards security and class separability

E Hamouda, X Yuan, O Ouda… - Fifth International …, 2014 - ieeexplore.ieee.org
Due to the wide usage of biometrics, its security issues deserve more attention. Many of
biometric protection systems require the biometric templates to be presented in a binary …

A discriminant binarization transform using genetic algorithm and error-correcting output code for face template protection

S Nazari, MS Moin, HR Kanan - International journal of machine learning …, 2019 - Springer
In a biometric cryptosystem, biometric templates are encrypted before being stored in the
database. This approach often requires a binarization phase to transform the original real …

Performance benchmarking of different binarization techniques for fingerprint-based biometric authentication

SH Shaikh, K Saeed, N Chaki - … of the 8th International Conference on …, 2013 - Springer
Fingerprint analysis is a well-known biometrics for person identification and authentication.
Computer vision based fingerprint recognition systems follow different preprocessing steps …

Fuzzy binary decision tree for biometric based personal authentication

A Kumar, M Hanmandlu, HM Gupta - Neurocomputing, 2013 - Elsevier
The use of fuzzy decision trees is yet to be ascertained for the biometric based personal
authentications. This paper therefore presents a fuzzy binary decision tree (FBDT) algorithm …

It is all in the system's parameters: Privacy and security issues in transforming biometric raw data into binary strings

M Osadchy, O Dunkelman - IEEE Transactions on Dependable …, 2018 - ieeexplore.ieee.org
Biometrics traits such as faces, fingerprints, and irises, are becoming prevalent in computer
security applications: from authentication systems to identification systems. Given the …

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 …

General framework to evaluate unlinkability in biometric template protection systems

M Gomez-Barrero, J Galbally… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The wide deployment of biometric recognition systems in the last two decades has raised
privacy concerns regarding the storage and use of biometric data. As a consequence, the …