Deceptive Diffusion: Generating Synthetic Adversarial Examples

Lucas Beerens, Catherine F. Higham, Desmond J. Higham

We introduce the concept of deceptive diffusion -- training a generative AI model to produce adversarial images. Whereas a traditional adversarial attack algorithm aims to perturb…