Google generates private synthetic photo albums hierarchically

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.