Vulnerability of deep neural networks for detecting COVID-19 cases from chest X-ray images to universal adversarial attacks

Owing the epidemic of the novel coronavirus disease 2019 (COVID-19), chest X-ray computed tomography imaging is being used for effectively screening COVID-19 patients. The development of computer-aided systems based on deep neural networks (DNNs) has become an advanced open source to rapidly and acc...

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Detalles Bibliográficos
Autores principales: Hirano, Hokuto, Koga, Kazuki, Takemoto, Kazuhiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7745979/
https://www.ncbi.nlm.nih.gov/pubmed/33332412
http://dx.doi.org/10.1371/journal.pone.0243963

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7745979/
https://www.ncbi.nlm.nih.gov/pubmed/33332412
http://dx.doi.org/10.1371/journal.pone.0243963

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