The facial ID standards should move towards adding a 3D scan of the face (especially now that biometrics are digitalized and stored on chips on ID cards and passports). That would solve this kind of problems.

Neuronal networks could then just add that in their training and be accurate again, and surveillance systems could use a complementary lidar.