Finding AI-Generated Faces in the Wild

arXiv:2311.08577v3 Announce Type: replace
Abstract: AI-based image generation has continued to rapidly improve, producing increasingly more realistic images with fewer obvious visual flaws. AI-generated images are being used to create fake online profiles which in turn are being used for spam, fraud, and disinformation campaigns. As the general problem of detecting any type of manipulated or synthesized content is receiving increasing attention, here we focus on a more narrow task of distinguishing a real face from an AI-generated face. This …

abstract ai-generated images arxiv campaigns cs.ai cs.cv disinformation fake flaws fraud general generated image image generation images profiles spam type visual