1. A method comprising: accessing multiple images including a face presented by a user; determining, based on the multiple images, whether the face included in the multiple images is a 3-dimensional structure or a flat surface; indicating that the user can be authenticated if the face included in the multiple images is a 3-dimensional structure; and indicating that the user cannot be authenticated if the face included in the multiple images is a flat surface.