48 citations · 108 across the 14 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020★ 2 cited
D-square-B: Deep Distribution Bound for Natural-looking Adversarial Attack
Qiuling Xu, Guanhong Tao, Xiangyu Zhang
We propose a novel technique that can generate natural-looking adversarial examples by bounding the variations induced for internal activation values in some deep layer(s), through…
cs.LG2020★ 21 cited
Towards Feature Space Adversarial Attack
Qiuling Xu, Guanhong Tao, Siyuan Cheng +1
We propose a new adversarial attack to Deep Neural Networks for image classification. Different from most existing attacks that directly perturb input pixels, our attack focuses on…