Neural Architecture Dilation for Adversarial Robustness Y anxi Li1, Zhaohui Y ang 2,3, Yunhe Wang

Neural Information Processing Systems 

However, a recently discovered shortcoming of CNNs is that they are vulnerable to adversarial attacks.

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