SeriesFusion
Science, curated & edited by AI
Practical Magic  /  AI

The human pupil reacts to light in just 35 milliseconds, and that physical speed limit is now a perfect shield against AI impersonators.

Generative AI models can fake faces and voices, but they cannot overcome the 300 millisecond latency required for high-quality inference. This authentication system uses the rapid 8 to 35 millisecond window of the human pupillary light reflex to verify a live presence. Any AI attempting to mimic this response in real-time is betrayed by its own computational overhead. While hackers have mastered visual deepfakes, they cannot yet bypass the fundamental laws of physical causality and human biology. This creates a hardware-level firewall that protects devices from even the most advanced synthetic media attacks.

Original Paper

The Shield of Time: Anchoring IoT Trust in Non-Simulatable Physical Causality Against Generative AI Attacks

Yihang Wu

SSRN  ·  6593378

As Generative AI (AIGC) achieves pixel-level realism and real-time interaction; traditional digital authentication paradigms face an unprecedented "authenticity crisis". Software-level defenses and static biometrics are increasingly vulnerable to high-fidelity AI-generated threats. This paper proposes a novel Human-Source Authentication architecture, termed Testing, Inspection, and Certification (TIC), which shifts the verification focus from logical correctness to the real-time presence of a ph