Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models

Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models

Luca Guarnera¹, Oliver Giudice², Sebastiano Battiato¹
¹ Department of Mathematics and Computer Science, University of Catania, Italy
² Bank of Italy, Applied Research Team, Rome, Italy
luca.guarnera@unict.it, giudice@dmi.unict.it, battiato@dmi.unict.it