One-Shot Learning for Periocular Recognition: Exploring the Effect of Domain Adaptation and Data Bias on Deep Representations

K Hernandez-Diaz, F Alonso-Fernandez… - IEEE Access, 2023 - ieeexplore.ieee.org
One weakness of machine-learning algorithms is the need to train the models for a new task.
This presents a specific challenge for biometric recognition due to the dynamic nature of …

AI-assisted authentication: state of the art, taxonomy and future roadmap

G Zhu, Y Al-Qaraghuli - arXiv preprint arXiv:2204.12492, 2022 - arxiv.org
Artificial Intelligence (AI) has found its applications in a variety of environments ranging from
data science to cybersecurity. AI helps break through the limitations of traditional algorithms …