Progressive Diversified Augmentation for General Robustness of DNNs : A Unified Approach

Adversarial images are imperceptible perturbations to mislead deep neural networks (DNNs), which have attracted great attention in recent years. Although several defense strategies achieved encouraging robustness against adversarial samples, most of them still failed to consider the robustness on co...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 26., Seite 8955-8967
1. Verfasser:	Yu, Hang (VerfasserIn)
Weitere Verfasser:	Liu, Aishan, Li, Gengchao, Yang, Jichen, Zhang, Chongzhi
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2021
Zugriff auf das übergeordnete Werk:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:	Journal Article