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A Survey on Physical Adversarial Attack in Computer Vision

A Survey on Physical Adversarial Attack in Computer Vision

Abstract In the past decade, deep learning has dramatically changed the traditional hand-craft feature manner with strong feature learning capability, promoting the tremendous improvement of conventional tasks. However, deep neural networks (DNNs) have been demonstrated to be vulnerable to adversarial examples crafted by small noise, which is imperceptible to human …