Fairness in biometrics: a figure of merit to assess biometric verification systems

T de Freitas Pereira, S Marcel - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Machine learning-based (ML) systems are being largely deployed since the last decade in a
myriad of scenarios impacting several instances in our daily lives. With this vast sort of …

On the generalisation capabilities of Fisher vector‐based face presentation attack detection

LJ González‐Soler, M Gomez‐Barrero… - IET Biometrics, 2021 - Wiley Online Library
In past decades, the broad development experienced by biometric systems has unveiled
several threats that may decrease their trustworthiness. These are attack presentations that …

Toward Generalizable Facial Presentation Attack Detection Based on the Analysis of Facial Regions

LJ Gonzalez-Soler, M Gomez-Barrero, C Busch - IEEE Access, 2023 - ieeexplore.ieee.org
In the last decade, breakthroughs in the field of deep learning have led to the development
of powerful presentation attack detection (PAD) algorithms which reported reliable …

Fisher vectors for biometric presentation attack detection

LJ Gonzalez-Soler, M Gomez-Barrero, J Patino… - Handbook of Biometric …, 2023 - Springer
Biometric systems have experienced a large development over the last years since they are
accurate, secure and in many cases, more user convenient than traditional credential-based …

Quantitative Measurement of Bias in AI-Generated Content: A Comprehensive Narrative Literature Review

AK Saxena - … IEEE International Symposium on Technology and …, 2024 - ieeexplore.ieee.org
Corporations, institutions, and individuals increasingly use artificial intelligence (AI) to make
decisions and predictions that shape many aspects of human lives. Furthermore, individuals …