Relevant quote from the linked overview:

> Entry addresses the spoofing issue from 2D input by using an anti-spoofing algorithm that processes a sequence of images obtained from a single camera to build an accurate 3d face reconstruction based on facial key points. Additionally, it estimates the pixel distribution of the input image to detect attacks. Aggregation of both methods achieves high accuracy for detecting attacks on face recognition systems.