In the realm of cybersecurity, the distinction between authentic users using biometric authentication and usernames and fraudulent entities with fake faces is a critical battleground for accuracy. Face liveness detection stands as a robust shield against unauthorized access by ensuring that only living individuals can gain entry. By analyzing facial biometrics in real-time, this cutting-edge...