SparseFool: a few pixels make a big difference

CVPR, Volume abs/1811.02248, 2019, Pages 9087-9096.

Cited by: 43|Bibtex|Views12
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

Deep Neural Networks have achieved extraordinary results on image classification tasks, but have been shown to be vulnerable to attacks with carefully crafted perturbations of the input data. Although most attacks usually change values of many imageu0027s pixels, it has been shown that deep networks are also vulnerable to sparse alteratio...More

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