Layout-Aware Representation Learning for Open-Set ID Fraud Discovery

Jinxing Li, Nicholas Ren, Cathy Chang +2

Identity-document fraud detection is not a stationary binary classification problem. Adaptive attackers modify templates and fabrication pipelines, making historical fraud labels s…