Understanding Presentation Attacks Types of Attacks Detection Techniques Impact on Healthcare Deep Learning in Anti-Spoofing Image Quality Features Neural Networks Robustness with Depth System Design for Anti-Spoofing Proposed Approach Integration of Cues Regulatory Compliance Experimental Strategies Setup and Datasets Evaluation Metrics Cross-Dataset Testing Biometric Security in Healthcare Spoofing Threats Risks and Solutions Ethical Considerations Advanced...