Exploring the Landscape of Spatial Robustness

ICLR 2019 Logan EngstromBrandon TranDimitris TsiprasLudwig SchmidtAleksander Madry

The study of adversarial robustness has so far largely focused on perturbations bound in p-norms. However, state-of-the-art models turn out to be also vulnerable to other, more natural classes of perturbations such as translations and rotations... (read more)

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