Demo Candidate

High risk of identity mismatch or fraudulent credential; multiple faces detected shortly after entry suggests potential impersonation or document tampering.

• 08:19:45Identity mismatch (HIGH): No face detected on ID document (similarity 0.0) while one face detected in selfie. This is a critical signal indicating either a blank/invalid ID or systematic mismatch between presented credential and test-taker.
• 08:20:25Multiple faces detected (MEDIUM): Two faces detected on ID document vs. one in current selfie (similarity 0.20). Combined with prior mismatch, this suggests document fraud, credential sharing, or an impersonator presenting multiple credentials.

This case shows a severe identity verification failure at entry: the initial ID produced no detectable face, yet moments later multiple faces appear on documents. The pattern is consistent with credential fraud or impersonation. Human reviewer must immediately verify the test-taker's identity through manual ID inspection and cross-reference before allowing continuation.

2 signals · AI-generated · human review required