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Low-Pass Image Filtering to Achieve Adversarial Robustness

In this paper, we continue the research cycle on the properties of convolutional neural network-based image recognition systems and ways to improve noise immunity and robustness. Currently, a popular research area related to artificial neural networks is adversarial attacks. The adversarial attacks...

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Detalles Bibliográficos
Autores principales: Ziyadinov, Vadim, Tereshonok, Maxim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675189/
https://www.ncbi.nlm.nih.gov/pubmed/38005420
http://dx.doi.org/10.3390/s23229032