221 citations · 243 across the 11 of their papers we have counts for
9 papers · 1 filter
Reconstruct Face from Features Using GAN Generator as a Distribution Constraint
Xingbo Dong, Zhihui Miao, Lan Ma +4
Face recognition based on the deep convolutional neural networks (CNN) shows superior accuracy performance attributed to the high discriminative features extracted. Yet, the securi…
A Generalized Approach for Cancellable Template and Its Realization for Minutia Cylinder-Code
Xingbo Dong, Zhe Jin, KokSheik Wong
Hashing technology gains much attention in protecting the biometric template lately. For instance, Index-of-Max (IoM), a recent reported hashing technique, is a ranking-based local…
Similarity-based Gray-box Adversarial Attack Against Deep Face Recognition
Hanrui Wang, Shuo Wang, Zhe Jin +3
The majority of adversarial attack techniques perform well against deep face recognition when the full knowledge of the system is revealed (\emph{white-box}). However, such techniq…
Multi-spectral Facial Landmark Detection
Jin Keong, Xingbo Dong, Zhe Jin +2
Thermal face image analysis is favorable for certain circumstances. For example, illumination-sensitive applications, like nighttime surveillance; and privacy-preserving demanded a…
On the Risk of Cancelable Biometrics
Xingbo Dong, Jaewoo Park, Zhe Jin +3
Cancelable biometrics (CB) employs an irreversible transformation to convert the biometric features into transformed templates while preserving the relative distance between two te…
A Genetic Algorithm Enabled Similarity-Based Attack on Cancellable Biometrics
Xingbo Dong, Zhe Jin, Andrew Teoh Beng Jin
Cancellable biometrics (CB) as a means for biometric template protection approach refers to an irreversible yet similarity preserving transformation on the original template. With…
A Symmetric Keyring Encryption Scheme for Biometric Cryptosystems
Yen-Lung Lai, Jung-Yeon Hwang, Zhe Jin +3
In this paper, we propose a novel biometric cryptosystem for vectorial biometrics named symmetric keyring encryption (SKE) inspired by Rivest's keyring model (2016). Unlike convent…
Ranking Based Locality Sensitive Hashing Enabled Cancelable Biometrics: Index-of-Max Hashing
Zhe Jin, Yen-Lung Lai, Jung-Yeon Hwang +2
In this paper, we propose a ranking based locality sensitive hashing inspired two-factor cancelable biometrics, dubbed "Index-of-Max" (IoM) hashing for biometric template protectio…
Rank Correlation Measure: A Representational Transformation for Biometric Template Protection
Zhe Jin, Yen-Lung Lai, Andrew Beng Jin Teoh
Despite a variety of theoretical-sound techniques have been proposed for biometric template protection, there is rarely practical solution that guarantees non-invertibility, cancel…