Detection Mechanisms of One-Pixel Attack

In recent years, a series of researches have revealed that the Deep Neural Network (DNN) is vulnerable to adversarial attack, and a number of attack methods have been proposed. Among those methods, an extremely sly type of attack named the one-pixel attack can mislead DNNs to misclassify an image vi...

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Bibliographic Details
Main Authors: Peng Wang, Zhipeng Cai, Donghyun Kim, Wei Li
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Wireless Communications and Mobile Computing
Online Access:http://dx.doi.org/10.1155/2021/8891204

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