Articles with "image components" as a keyword



Crafting Adversarial Perturbations via Transformed Image Component Swapping

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Published in 2022 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2022.3204206

Abstract: Adversarial attacks have been demonstrated to fool the deep classification networks. There are two key characteristics of these attacks: firstly, these perturbations are mostly additive noises carefully crafted from the deep neural network itself. Secondly,… read more here.

Keywords: proposed attack; image components; attack; adversarial perturbations ... See more keywords