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Google Research introduces a method for generating differentially private synthetic photo albums using an intermediate text representation and hierarchical generation. The approach uses DP-SGD to fine-tune generative AI models like Gemini, creating private synthetic datasets that contain no unique individual details while remaining representative of real data.
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