Wild patterns: Ten years after the rise of adversarial machine learning

•We provide a detailed review of the evolution of adversarial machine learning over the last ten years.•We start from pioneering work up to more recent work aimed at understanding the security properties of deep learning algorithms.•We review work in the context of different applications.•We highlig...

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Vydané v:	Pattern recognition Ročník 84; s. 317 - 331
Hlavní autori:	Biggio, Battista, Roli, Fabio
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.12.2018
Predmet:	Adversarial examples Adversarial machine learning Deep learning Evasion attacks Poisoning attacks Secure learning Deep learning Evasion attacks Adversarial examples Adversarial machine learning Secure learning Poisoning attacks
ISSN:	0031-3203, 1873-5142
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