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

Zhihao Zheng, Pengyu Hong

Neural Information Processing Systems 

In addition, the robustness of the model trained by this strategy depends on the attacks covered by the adversarial training examples.

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