Experimental assessment of аdversarial attacks to the deep neural networks in medical image recognition

This paper addresses the problem of dependence of the success rate of adversarial attacks to the deep neural networks on the biomedical image type and control parameters of generation of adversarial examples. With this work we are going to contribute towards accumulation of experimental results on a...

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Bibliographic Details
Main Authors: D. M. Voynov, V. A. Kovalev
Format: Article
Language:Russian
Published: National Academy of Sciences of Belarus, the United Institute of Informatics Problems 2019-09-01
Series:Informatika
Subjects:
Online Access:https://inf.grid.by/jour/article/view/876
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