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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Pattern recognition Jg. 84; S. 317 - 331
Hauptverfasser:	Biggio, Battista, Roli, Fabio
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.12.2018
Schlagworte:	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-Zugang:	Volltext
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