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Adversarial examples have raised questions regarding the robustness and security of deep neural networks.
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A. Krizhevsky, I. Sutskever, and G. E. Hinton, “Imagenet classification with deep convolutional neural networks,” in Advances in neural information processing systems , 2012, pp. 1097–1105
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2015
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R. Bi, “Does deep learning have deep flaws?” http://www.kdnuggets.com/2014/06/deep-learning-deep-flaws.html
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