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Contextualize differential privacy in image database: a lightweight image differential privacy approach based on principle component analysis inverse
To this end, we design a lightweight approach dedicating to privatizing image database as a whole and preserving the statistical semantics of the image database to an adjustable level, while making individual images' contribution to such statistics indistinguishable.
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