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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Bibliographic Details

Published in:	Pattern recognition Vol. 84; pp. 317 - 331
Main Authors:	Biggio, Battista, Roli, Fabio
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.12.2018
Subjects:	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
Online Access:	Get full text
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