Suman Kumar Sanjeev Prasanna

EquiAI: A Vision Foundation Model for Fair and Robust Cross-Demographic Remote Identity Verification

EquiAI is proposed, a robust fairness-aware remote identity verification framework that integrates a pretrained Vision Foundation Model (DINOv2), fairness-aware representation learning, adaptive feature alignment, presentation attack detection, and explainable artificial intelligence into a unified architecture.