DeepFake Detection for Human Face Images and Videos: A Survey
Aligarh Muslim University · Okayama University · +2 more institutions
Abstract
Techniques for creating and manipulating multimedia information have progressed to the point where they can now ensure a high degree of realism. DeepFake is a generative deep learning algorithm that creates or modifies face features in a superrealistic form, in which it is difficult to distinguish between real and fake features. This technology has greatly advanced and promotes a wide range of applications in TV channels, video game industries, and cinema, such as improving visual effects in movies, as well as a variety of criminal activities, such as misinformation generation by mimicking famous people. To identify and classify DeepFakes, research in DeepFake detection using deep neural networks (DNNs) has…
Citation impact
- FWCI
- 22.02
- Percentile
- 100%
- References
- 143
Authors
4Topics & keywords
- Computer science
- sort
- Face (sociological concept)
- Artificial intelligence
- Misinformation
- Deep learning
- Deep neural networks
- Data science
- Peace, Justice and strong institutions