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- W4226094323 abstract "To balance the privacy and usability of images in the cloud, Tajik <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>et al.</i> recently designed a thumbnail preserving encryption (TPE) based on sum-preserving encryption, however, multiple iterations make it inefficient. We use CycleGan to simulate randomized unary encoding (RUE) and achieve a more efficient TPE. Thumbnail consistency loss is proposed to guarantee the visual quality of the encrypted image, and the quality of decrypted image is improved via ssim-loss. Besides, a decryption network with a key is retrained such that it can decrypt cipher images in multiple domains, and a binary string is adopted as the key instead of the decryption network parameters to facilitate sharing of images. Simulations verify the effectiveness of the proposed algorithm." @default.
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- W4226094323 date "2022-01-01" @default.
- W4226094323 modified "2023-10-16" @default.
- W4226094323 title "TPE-GAN: Thumbnail Preserving Encryption Based on GAN With Key" @default.
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- W4226094323 doi "https://doi.org/10.1109/lsp.2022.3163685" @default.
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