Adversarial Attacks Defense Method Based on Multiple Filtering and Image Rotation

Adversarial examples in an image classification task cause neural networks to predict incorrect class labels with high confidence. Many applications related to image classification, such as self-driving and facial recognition, have been seriously threatened by adversarial attacks. One class of the e...

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Bibliographic Details
Main Authors: Feng Li, Xuehui Du, Liu Zhang
Format: Article
Language:English
Published: Hindawi Limited 2022-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2022/6124895