Projected Displacement assigns low threat to safe corruptions like blur and noise even at large norms, and high threat to perturbations aligned with label-changing directions.
Advdiffuser: Natural adversarial example synthesis with diffusion models
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Disentangling Safe and Unsafe Corruptions via Anisotropy and Locality
Projected Displacement assigns low threat to safe corruptions like blur and noise even at large norms, and high threat to perturbations aligned with label-changing directions.