Deep fake detection using a sparse auto encoder with a graph capsule dual graph CNN.

ABSTRACT: Deepfake (DF) is a kind of forged image or video that is developed to spread misinformation and facilitate vulnerabilities to privacy hacking and truth masking with advanced technologies, including deep learning and artificial intelligence with trained algorithms. This kind of multimedia manipulation, such as changing facial expressions or speech, can be used for a variety of purposes to spread misinformation or exploitation. This kind of multimedia manipulation, such as changing facial expressions or speech, can be used for a variety of purposes to spread misinformation or exploitation. With the recent advancement of generative adversarial networks (GANs) in deep learning models, DF has become an essential part of social media. To detect forged video and images, numerous methods have been

SUBMITTER: Kandasamy V 

PROVIDER: S-EPMC9202621 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature