Detecting High-Quality GAN-Generated Face Images using Neural Networks. (arXiv:2203.01716v1 [cs.CR])

In the past decades, the excessive use of the last-generation GAN (Generative
Adversarial Networks) models in computer vision has enabled the creation of
artificial face images that are visually indistinguishable from genuine ones.
These images are particularly used in adversarial settings to create fake
social media accounts and other fake online profiles. Such malicious activities
can negatively impact the trustworthiness of users identities. On the other
hand, the recent development of GAN models may create high-quality face images
without evidence …

images networks quality