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engineering··7 min read

Inside our presentation-attack detection pipeline

How we catch printed photos, replay attacks, and deepfakes in under 800ms.

Liveness is the difference between a 95% identity-match score and a million-pound onboarding fraud. We walk through the open-source signal architecture behind TrustVerify's passive + active liveness checks.

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