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This article presents a summary of a keynote lecture at the Deep LearningSecurity workshop at IEEE Security and Privacy 2018. This lecture summarizesthe state of the art in defenses against adversarial examples and providesrecommendations for future research directions on this topic.

Defense Against the Dark Arts: An overview of adversarial example security research and future research directions