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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...
Autores principales: | Qi, Zheng, MaungMaung, AprilPyone, Kiya, Hitoshi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
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 |
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