Privacy-Preserving Image Classification Using ConvMixer with Adaptative Permutation Matrix and Block-Wise Scrambled Image Encryption

In this paper, we propose a privacy-preserving image classification method using block-wise scrambled images and a modified ConvMixer. Conventional block-wise scrambled encryption methods usually need the combined use of an adaptation network and a classifier to reduce the influence of image encrypt...

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Detalles Bibliográficos
Autores principales: Qi, Zheng, MaungMaung, AprilPyone, Kiya, Hitoshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10146445/
https://www.ncbi.nlm.nih.gov/pubmed/37103236
http://dx.doi.org/10.3390/jimaging9040085

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10146445/
https://www.ncbi.nlm.nih.gov/pubmed/37103236
http://dx.doi.org/10.3390/jimaging9040085

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