most citedASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale

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cs.CV2024

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…