ICML-Improved, Deterministic Smoothing for L_1 Certified Robustness

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Improved, Deterministic Smoothing for `1 Certified Robustness

                       Alexander Levine 1 Soheil Feizi 1

             Abstract                havior of machine learning systems under small input per-
   Randomized smoothing is a general technique for       turbations (Szegedy et al., 2013; Goodfellow et al., 2014;
   computing sample-dependent robustness guaran-        Carlini & Wagner, 2017). One area of active research is the
   tees against adversarial attacks for deep classif ...

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关键词：Robustness Certified smoothing Improved Improve