Image Super-Resolution as a Defense Against Adversarial Attacks

7 Jan 2019Aamir MustafaSalman H. KhanMunawar HayatJianbing ShenLing Shao

Convolutional Neural Networks have achieved significant success across multiple computer vision tasks. However, they are vulnerable to carefully crafted, human-imperceptible adversarial noise patterns which constrain their deployment in critical security-sensitive systems... (read more)

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