1 Introduction  
GAN (Generative Adversarial Networks)  
Background: An overview of Deepfake

2 Statement of Problem

3 Deepfake

3.2 Deepfake Detection  
3.3 Fake Image Detection  
3.4 Current Deepfake Detection Methods  
3.5 Deepfake Detection: Current Challenges and Next Steps  

4 Related Work

4.1 Current Directions in Deepfake Studies  
4.2 Research on Detection of Deepfakes

5 Performance Analysis

6 Explainability

7 Biological Features

8 Discussion