add bim method for generating adversarail sample#7454
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jhtsing merged 2 commits intoPaddlePaddle:developfrom Jan 16, 2018
Merged
add bim method for generating adversarail sample#7454jhtsing merged 2 commits intoPaddlePaddle:developfrom
jhtsing merged 2 commits intoPaddlePaddle:developfrom
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JiayiFeng
reviewed
Jan 16, 2018
| Paper link: https://arxiv.org/pdf/1607.02533.pdf | ||
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| def _apply(self, image_label, epsilons=100, steps=10): |
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I'm curious about what's the label here. The true label? Or some fake label we made?
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image_label is the same as GradientSignAttack.
image_label(list): The image and label tuple list of one element.
The label is source label（non－target).
Target attack need new interface.
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BIM (Kurakin et al. 2016).
Paper link: https://arxiv.org/pdf/1607.02533.pdf .
BIM based on FGSM improvement，BIM find adversarail sample by iterating multiple FGSM processes.