Advancing Transparency and Privacy: Explainable AI and Synthetic Data in Biometrics and Computer Vision

Prazo para submissão: 07 February 2025

Data de Notificação: 01/04/2025

Editora: Elsevier

Revista: Image and Vision Computing

Link: https://www.sciencedirect.com/special-issue/314030/advancing-transparency-and-privacy-explainable-ai-and-synthetic-data-in-biometrics-and-computer-vision

Detalhes:

The rapid advancement of deep learning presents significant challenges, particularly in the realm of ethical data collection and usage. As regulations like the General Data Protection Regulation (GDPR) gain prominence, the need for rigorous ethical standards across various fields becomes increasingly apparent. In domains such as biometrics, data has frequently been collected without appropriate consent or ethical consideration. The medical field, in particular, grapples with the dual challenges