On the transferability of adversarial examples between convex and 01 loss models

14 Jun 2020 Yunzhe Xue Meiyan Xie Usman Roshan

The 01 loss gives different and more accurate boundaries than convex loss models in the presence of outliers. Could the difference of boundaries translate to adversarial examples that are non-transferable between 01 loss and convex models?.. (read more)

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