Why Centralized Facial Recognition Is a Security Liability (And How We Avoid It)
Why centralizing raw facial images in cloud databases creates security risks, and how local edge ONNX inference handles privacy mandates.


Articles on local-first biometric privacy, anti-spoofing benchmarks, and open-source workforce management.