Image classification adversarial attack with improved resizing transformation and ensemble models

Convolutional neural networks have achieved great success in computer vision, but incorrect predictions would be output when applying intended perturbations on original input. These human-indistinguishable replicas are called adversarial examples, which on this feature can be used to evaluate networ...

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Bibliographic Details

Published in:	PeerJ Computer Science
Main Authors:	Chenwei Li, Hengwei Zhang, Bo Yang, Jindong Wang
Format:	Article
Language:	English
Published:	PeerJ Inc. 2023-07-01
Subjects:	Computer graphics Adversarial examples Image classification Convolutional neural networks Image transformation Improved resizing
Online Access:	https://peerj.com/articles/cs-1475.pdf