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Deepfake detectors are DUMB: A benchmark to assess adversarial training robustness under transferability constraints
Deepfake detection systems deployed in real-world environments are subject to adversaries capable of crafting imperceptible perturbations that degrade model performance.
Deepfake detectors are DUMB: A benchmark to assess adversarial training robustness under transferability constraints
TLDR
Deepfake detection systems deployed in real-world environments are subject to adversaries capable of crafting imperceptible perturbations that degrade model performance.