AD-GUARD / BIOMETRICS
Visualizing the difference between human fingers and automated clicks. Phantom fingers, dead hands, and rack-mounted devices are flagged using deterministic physics constraints.
Total events
0
Flagged events
0
Estimated fraud rate
0.0%
Biometric anomalies
0
Human fingers have area. Bots often tap with a mathematically perfect zero-radius point.
No biometric radius samples available yet.
Real phones shake. Server racks don't. We use accelerometer magnitude to detect rack-stable devices.
No device motion samples available yet.
Live stream of interactions that violate physical plausibility constraints: phantom fingers, dead hands, and rack-mounted devices.
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