Deep Insights of Deepfake Technology : A Review

Under the aegis of computer vision and deep learning technology, a new emerging techniques has introduced that
anyone can make highly realistic but fake videos, images even can manipulates the voices. This technology is widely
known as Deepfake Technology. Although it seems interesting techniques to make fake videos or image of something
or some individuals but it could spread as misinformation via internet. Deepfake contents could be dangerous for
individuals as well as for our communities, organizations, countries religions etc. As Deepfake content creation
involve a high level expertise with combination of several algorithms of deep learning, it seems almost real and
genuine and difficult to differentiate. In this paper, a wide range of articles have been examined to understand
Deepfake technology more extensively. We have examined several articles to find some insights such as what is
Deepfake, who are responsible for this, is there any benefits of Deepfake and what are the challenges of this
technology. We have also examined several creation and detection techniques. Our study revealed that although
Deepfake is a threat to our societies, proper measures and strict regulations could prevent this.