Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks

Zhihao Zheng, Pengyu Hong. Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 7924-7933, 2018. [doi]

Abstract

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