We ve been seeing more sophisticated deepfake attempts lately, especially ones that retry multiple times with tiny changes. It made us wonder:
Is passive liveness detection really enough to stop them?
We re exploring behavioral signals (like facial patterns, micro-expressions, blinking, and pupil movement, to detect deepfakes and synthetic media) as an added layer, but I d love to know how others here are approaching this.
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