4 : Real Face -

Replay video attacks (playing a video of a person on a screen). 3: 3D mask attacks.

In studies evaluating or Anti-Spoofing , researchers create distinct categories to test their models. "4 : Real Face" often denotes the fourth test case or dataset category in a study where subjects are compared against different attack types like: 1: Printed photo attacks. 4 : Real Face

Training a "Discriminator" to find the loss function differences between high-fidelity synthetic faces and authentic human images. 3. Key Findings in "Real Face" Research Replay video attacks (playing a video of a