As reported by engadget,
Intel says that privacy was a priority as it was developing RealSense ID. All of the processing takes place locally and the system is only activated when prompted by a user. It’s said to have measures to prevent false access attempts using masks, photos or videos, with a one-in-a-million chance of the system incorrectly granting entry to a spoofing attack. Intel also claims that user data is encrypted.