The stability of neural networks under condition of adversarial attacks to biomedical image classification

Recently, the majority of research and development teams working in the field deep learning are concentrated on the improvement of the classification accuracy and related measures of the quality of image classification whereas the problem of adversarial attacks to deep neural networks attracts much...

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Bibliographic Details
Main Authors: Dmitry M. Voynov, Vassili A. Kovalev
Format: Article
Language:Belarusian
Published: Belarusian State University 2020-12-01
Series: Журнал Белорусского государственного университета: Математика, информатика
Subjects:
Online Access:https://journals.bsu.by/index.php/mathematics/article/view/3369