Facial recognition is the oldest technique to identify a person with AI. The main types of attacks include the following: Printed Photo, Display Attack, 2D mask, 3D mask, Silicone mask and Deepfake. More information in this Wiki -
https://antispoofing.org/Facial_Anti-Spoofing:_Types,_Countermeasures_and_Challenges.