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DECISION: dual-spoof / amispoof PAD — swap SP-D to real MiniFASNet single-frame? #149

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@ahmetabdullahgultekin

SP-D currently wires the LIGHT in-repo PassiveLivenessDetector (no published accuracy).
Recommendation: swap to MiniFASNet single-frame (measured CASIA AUC 0.945), host the
1.7MB minifasnet_v2.onnx via the SHA-verified fetch pipeline; advisory-only, never a gate.
Keep light detector as fallback. Needs owner sign-off.
From docs/AUDIT_FINDINGS_2026-06-12.md §E.

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    decision/recommend-firstOwner decision needed before action (design/destructive)gpulessConstrained by CPU-only Hetzner host (model/build/deploy)surface/spoofspoof-detector / amispoof PAD

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