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 …

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 …

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 …

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 …

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 …

Dynamic random projection for biometric template protection

B Yang, D Hartung, K Simoens… - 2010 Fourth IEEE …, 2010 - ieeexplore.ieee.org
Random projection provides a good diversification effect for biometric template protection
but is drawing increasing security concerns under the token-stolen (or public parameter) …

A cancelable biometric authentication system based on feature-adaptive random projection

W Yang, S Wang, M Shahzad, W Zhou - Journal of Information Security and …, 2021 - Elsevier
Biometric template data protection is critical in preventing user privacy and identity from
leakage. Random projection based cancelable biometrics is an efficient and effective …

Cancellability for local binary pattern biometric authentication

MA Syarif, LCO Tiong, A Goh, LM Nen… - 2015 Asia-Pacific …, 2015 - ieeexplore.ieee.org
Biometric cancellability enables protection and revocation of sensitive biometric data as
used for authentication. This paper describes a cancellable biometric implementation by …

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 …

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 …