2D-Malafide: Adversarial Attacks Against Face Deepfake Detection Systems

Chiara Galdi, Michele Panariello, Massimiliano Todisco +1

We introduce 2D-Malafide, a novel and lightweight adversarial attack designed to deceive face deepfake detection systems. Building upon the concept of 1D convolutional perturbation…