1. Introduction  
2. A Novel Four-Layered View on PPG-based Authentication  
3. Acquisition and Conditioning  
4. Representation Construction  
5. PPG-based Authentication Model  
6. Miscellaneous Authentication Models with PPG Signals  
7. Research Gaps and Future Work  
8. Conclusion  