An Overview of Face Deep Forgery

Abstract

With the rise of deep learning and the improvement of computer computing power, many interesting topics have emerged in the field of DeepFake in recent years. Deep forgery includes, but is not limited to, the forgery of human faces, but also the forgery of scenes. Among them, deep forgery of human face has received greater attention due to its importance and sensitivity. At present, various cutting-edge deep forgery methods can easily forge fake faces that are difficult for ordinary people to distinguish, which has already posed a threat to information security and social trust. This paper focuses on face deep forgery, will introduce different types of face deep forgery and its technologies. And we found that deep forgery’ s real-time and robustness are crutial drawbakcs. Finally, the future development trend of deep forgery of human face are proposed.