Adversarial image detection in deep neural networks

Deep neural networks are more and more pervading many computer vision applications and in particular image classification. Notwithstanding that, recent works have demonstrated that it is quite easy to create adversarial examples, i.e., images malevolently modified to cause deep neural networks to fa...

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Veröffentlicht in:	Multimedia tools and applications 2019-02, Vol.78 (3), p.2815-2835
Hauptverfasser:	Carrara, Fabio, Falchi, Fabrizio, Caldelli, Roberto, Amato, Giuseppe, Becarelli, Rudy
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Computer Communication Networks Computer Science Computer vision Data Structures and Information Theory Image classification Image detection Machine learning Multimedia Information Systems Neural networks Special Purpose and Application-Based Systems
Online-Zugang:	Volltext
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