Why a Deepfake Face Can Fool Your Eyes in Seconds but Not 128 Landmarks at Once

The technical gap in synthetic face detection For developers building computer vision (CV) pipelines or identity verification (IDV) workflows, the rise of real-time deepfakes in hiring isn't just a security headache - it's a fundamental shift in how we handle biometric data. We are moving away from the era of "visual similarity" and toward a world of "geometric verification." The news that deepfake fraud in remote interviews is hitting 25-30% of suspicious sessions highlights a critical failure in human-led oversight.