Yanxiao Liu
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2026
Scalable Differentially Private Data Compression via Diffusion and Stochastic Codes
This paper introduces DP-DiPP, a compression pipeline for differentially private image data using stochastic codes and diffusion models, achieving significant compression rates while retaining comparable privacy guarantees and utility.
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