I developed an anti-spoofing model that detects attempts to fake biometric scans using photos or screens — a common issue in attendance systems based on Face ID.

• Detects spoofing attempts via smartphone screens or printed images
• Works in real time, integrated with existing Face ID systems
• Increases reliability of biometric authentication in workforce monitoring

• ScopeAnti-spoofing for biometric security
• ImpactPrevents fraud in employee attendance systems