OTB-morph: One-Time Biometrics via Morphing applied to Face Templates
@article{Ghafourian2021OTBmorphOB, title={OTB-morph: One-Time Biometrics via Morphing applied to Face Templates}, author={Mahdieh Ghafourian and Julian Fierrez and Rub{\'e}n Vera-Rodr{\'i}guez and Ignacio Serna and Aythami Morales}, journal={2022 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)}, year={2021}, pages={321-329} }
Cancelable biometrics refers to a group of techniques in which the biometric inputs are transformed intentionally using a key before processing or storage. This transformation is repeatable enabling subsequent biometric comparisons. This paper introduces a new scheme for cancelable biometrics aimed at protecting the templates against potential attacks, applicable to any biometric-based recognition system. Our proposed scheme is based on time-varying keys obtained from morphing random biometric…
4 Citations
OTB-morph: One-Time Biometrics via Morphing
- Computer ScienceArXiv
- 2023
A new idea to exploit as a transformation function for cancelable biometrics aimed at protecting the templates against iterative optimization attacks is introduced, based on time-varying keys and morphing transformations.
Toward Face Biometric De-identification using Adversarial Examples
- Computer ScienceArXiv
- 2023
It is discovered, unlike previous claims in the literature, that it is not easy to get a high protection success rate (suppressing identification rate) with imperceptible adversarial perturbation to the human visual system.
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning
- Computer ScienceArtif. Intell.
- 2022
Combining Blockchain and Biometrics: A Survey on Technical Aspects and a First Legal Analysis
- Computer ScienceArXiv
- 2023
This paper provides a survey of technical literature research on the combination of blockchain and biometrics and includes a first legal analysis of this integration to shed light on challenges and potentials and supplies technical and legal recommendations to reap the benefits and mitigate the risks of the combination.
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