On the Horizon: Interactive and Compositional Deepfakes. (arXiv:2209.01714v3 [cs.AI] UPDATED)

Over a five-year period, computing methods for generating high-fidelity,
fictional depictions of people and events moved from exotic demonstrations by
computer science research teams into ongoing use as a tool of disinformation.
The methods, referred to with the portmanteau of "deepfakes," have been used to
create compelling audiovisual content. Here, I share challenges ahead with
malevolent uses of two classes of deepfakes that we can expect to come into
practice with costly implications for society: interactive and compositional
deepfakes. Interactive …

arxiv deepfakes interactive