Theoretical evidence for adversarial robustness through randomization

Rafael Pinot, Laurent Meunier, Alexandre Araujo, Hisashi Kashima, Florian Yger, Cédric Gouy-Pailler, Jamal Atif. Theoretical evidence for adversarial robustness through randomization. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 11838-11848, 2019. [doi]

Authors

Rafael Pinot

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Laurent Meunier

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Alexandre Araujo

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Hisashi Kashima

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Florian Yger

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Cédric Gouy-Pailler

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Jamal Atif

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