Articles & Insights.
Biometrics, security, and edge AI.

Technical deep dives, anti-spoofing benchmarks, and engineering updates from the Facenox team.

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.

6 Articles

An architectural comparison of cloud vs. offline edge face recognition, hardware costs, latency, and data privacy compliance for growing enterprises.

How Facenox executes high-density 512-dimensional vector similarity matching in SQLite without cloud vector databases like Pinecone or Milvus.

A technical and operational guide on how automated edge facial verification stops time theft, credential sharing, and payroll inaccuracies.

How Facenox syncs encrypted attendance logs from local kiosks to the cloud using WebAuthn passkeys and HMAC telemetry signatures.

How we detect printed photos, screen playbacks, and masks on regular webcams without GPU hardware.

Announcing the official release of Facenox v1.0.0 featuring multi-branch remote sync, instant enrollment, and passkey authentication.