Trusted Media Challenge Dataset and User Study. (arXiv:2201.04788v3 [cs.CV] UPDATED)

The development of powerful deep learning technologies has brought about some
negative effects to both society and individuals. One such issue is the
emergence of fake media. To tackle the issue, we have organized the Trusted
Media Challenge (TMC) to explore how Artificial Intelligence (AI) technologies
could be leveraged to combat fake media. To enable further research, we are
releasing the dataset that we had prepared from the TMC challenge, consisting
of 4,380 fake and 2,563 real videos, with various …

arxiv challenge cv dataset media study