Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet

Adversarial attacks on deep neural networks (DNNs) have been found for several years. However, the existing adversarial attacks have high success rates only when the information of the victim DNN is well-known or could be estimated by the structure similarity or massive queries. In this paper, we pr...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence Jg. 44; H. 4; S. 2188 - 2197
Hauptverfasser: Chen, Sizhe, He, Zhengbao, Sun, Chengjin, Yang, Jie, Huang, Xiaolin
Format: Journal Article
Sprache:Englisch
Veröffentlicht: United States IEEE 01.04.2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:0162-8828, 1939-3539, 2160-9292, 1939-3539
Online-Zugang:Volltext
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