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- W4315705959 abstract "In this paper, a privacy preserving image classification method is proposed under the use of ConvMixer models. To protect the visual information of test images, a test image is divided into blocks, and then every block is encrypted by using a random orthogonal matrix. Moreover, a ConvMixer model trained with plain images is transformed by the random orthogonal matrix used for encrypting test images, on the basis of the embedding structure of ConvMixer. The proposed method allows us not only to use the same classification accuracy as that of ConvMixer models without considering privacy protection but to also enhance robustness against various attacks compared to conventional privacy-preserving learning." @default.
- W4315705959 created "2023-01-12" @default.
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- W4315705959 date "2023-01-10" @default.
- W4315705959 modified "2023-09-30" @default.
- W4315705959 title "A Privacy Preserving Method with a Random Orthogonal Matrix for ConvMixer Models" @default.
- W4315705959 doi "https://doi.org/10.48550/arxiv.2301.03843" @default.
- W4315705959 hasPublicationYear "2023" @default.
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