SuperPure is an iterative GAN-super-resolution masking defense that reports higher robustness than PatchCleanser against localized and distributed adversarial patches at a small fraction of the compute.
DorPatch: Distributed and occlusion-robust adversarial patch to evade certifiable defenses,
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SuperPure: Efficient Purification of Localized and Distributed Adversarial Patches via Super-Resolution GAN Models
SuperPure is an iterative GAN-super-resolution masking defense that reports higher robustness than PatchCleanser against localized and distributed adversarial patches at a small fraction of the compute.