Deepfake Detection
Deepfake Detection is securing identity verification against the injection of deepfakes. Deepfakes presented from a screen to camera are not detected by this check, but with the PAD.
Deepfake detection as additional layer
Deepfake detection serves as a second line of defense. The primary defenses should be:
- Liveness (Presentation Attack Detection)
- Video Injection Detection It is recommended to apply deepfake detection only to photos that have already been evaluated as bona fide by both Liveness and Video Injection Detection.
Deepfake detection alone is not a sufficient substitute for Video Injection Prevention, as non-deepfake images can still be injected.
Known and Unknown Generative AIs
The feature detects:
- images fully generated by AI
- face swap images
The detection mechanism is designed to work even against images generated by AI models that were unknown or did not exist at the time of release.