Security · 2h ago
Cross-Platform Face Recognition Pipeline Adds Anti-Spoofing Layer
A developer built a face recognition pipeline that runs offline on mobile devices using ONNX and .NET MAUI. It includes an anti-spoofing layer that requires a spoof score of 0.1 or lower to reject photos and screens. The system generates 128-dimensional face embeddings via FaceNet and uses HNSW indexing for sub-millisecond matching across thousands of faces.
Meridian48 take
The anti-spoofing detail is notable, but the real test is whether this pipeline can withstand adversarial attacks beyond simple printouts.
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Engineering a Cross-Platform Face Recognition Pipeline with Anti-Spoofing →
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face-recognitionanti-spoofing