Foundation Models for Face Presentation Attack Detection: A Unified Linear-Probing Benchmark

Peter Lorenz, Anjith George, Sébastien Marcel

Face presentation attack detection (PAD) remains challenging under cross-dataset evaluation, where domain shift degrades models trained on a single dataset. The scarcity of large-s…