Verification request authentication machine

A device authenticates a request to verify a user. The device accesses a face image captured by the device that depicts a face of the person and includes a characteristic noise pattern inserted by a camera of the device, this noise pattern may indicate manufacturing deviations of the camera. The device also accesses a geolocation at which the device captured the face image and inputs the face image and the geolocation into an artificial intelligence engine that outputs a face score based on the face image, a device score based on the characteristic noise pattern and a location score based on the geolocation data. The device next submits the request with the scores to a server machine and obtains an authentication score from the server machine. The device then presents an indication that the request to verify the person is authentic based on a comparison of the obtained authentication score to a threshold authentication score.