Study on Various GAN models and Datasets for Deepfake Detection

Yonghyun Jeong, Jongwon Choi

Abstract: Because generative adversarial networks are better at creating high-quality images and videos, deepfake images and videos have become a critical problem today. Many tech giants have tried to develop algorithms to spot deepfakes to solve this problem; however, they have focused on different artifacts and GAN models. They have also examined various experimental scenarios. It isn