research
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09/01/2020
Defending against substitute model black box adversarial attacks with the 01 loss
Substitute model black box attacks can create adversarial examples for a...
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08/20/2020
Towards adversarial robustness with 01 loss neural networks
Motivated by the general robustness properties of the 01 loss we propose...
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06/14/2020
On the transferability of adversarial examples between convex and 01 loss models
We show that white box adversarial examples do not transfer effectively ...
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02/09/2020
Robust binary classification with the 01 loss
The 01 loss is robust to outliers and tolerant to noisy data compared to...
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07/17/2019