AI-generated faces like deepfakes cannot realistically bypass secure modern smartphone face-unlock systems on flagship devices. Systems like Apple’s Face ID and high-end Android equivalents use depth sensors to project thousands of invisible infrared dots, creating a precise 3D facial map, along with infrared cameras and advanced liveness detection to verify a real, live person is present. Deepfake images or videos displayed on screens or prints lack actual depth, fail to reflect infrared light correctly, and show no genuine biological signs, causing immediate rejection. While basic 2D face recognition on some budget phones remains vulnerable to simple photos or videos, premium 3D systems render standard AI attacks virtually impossible. Rare bypasses require extreme measures like jailbroken devices with video injection or custom 3D masks, which are highly impractical and uncommon.
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