Don't Trust Your Eyes: Image Manipulation in the Age of DeepFakes

Frontiers in Communication

Daniel Thilo Schroeder¹  Johannes Langguth²  Konstantin Pogorelov²  Petra Filkuková³  Stefan Brenner⁴ 

[1] Berlin, Germany;Oslo, Norway;Lysaker, Norway;Lysaker, Norway;Lillehammer, Norway;Stuttgart, Germany;

关键词: deepfakes;    visual media manipulation;    fake news;    disinformation;    generative adversarial networks;   

DOI  :  10.3389/fcomm.2021.632317

来源: Frontiers

【 摘 要 】

We review the phenomenon of deepfakes, a novel technology enabling inexpensive manipulation of video material through the use of artificial intelligence, in the context of today’s wider discussion on fake news. We discuss the foundation as well as recent developments of the technology, as well as the differences from earlier manipulation techniques and investigate technical countermeasures. While the threat of deepfake videos with substantial political impact has been widely discussed in recent years, so far, the political impact of the technology has been limited. We investigate reasons for this and extrapolate the types of deepfake videos we are likely to see in the future.

【 授权许可】

CC BY