A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies

•We present a timely and comprehensive survey on robust adversarial training.•This survey offers the fundamentals of adversarial training, a unified theory that can be used to interpret various methods, and a comprehensive summarization of different methodologies.•This survey also addresses three im...

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Veröffentlicht in:	Pattern recognition Jg. 131; S. 108889
Hauptverfasser:	Qian, Zhuang, Huang, Kaizhu, Wang, Qiu-Feng, Zhang, Xu-Yao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.11.2022
Schlagworte:	Adversarial examples Adversarial training Robust learning Adversarial training Robust learning Adversarial examples
ISSN:	0031-3203, 1873-5142
Online-Zugang:	Volltext
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