Spoofing 3D Face Authentication with A Single Photo
Target Device : Baidu Face Authentication Application Kit (Baidu SDK & Astra Camera)
Attack Device : An infrared projector DLP4500SL02 EVM
Note: At the review stage, the faces in the video were anonymized through mosaic masks.
Sense 1: A legitimate User passes the 3D face authentication.
Sense 2: The photo replay attack is failed to pass the 3D face authentication system.
The Setup of the DepthFake Attack
Sense 3: The DepthFake Attack passes the 3D face authentication system successfully.
The DepthFake Attack includes three steps:
(1)Estimating the depth information from a 2D photo of the legitimate user.
(2)Modulating the estimated depth image to a structured light scatter pattern.
(3)Projecting the scatter pattern on the adversarial photo and align the face region to launch the DepthFake attack.