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report:4059:titlearXiv — Cryptography & Security (cs.CR) recorded this headline on Sep 2, 2026. No lawful structured evidence is available yet to explain the underlying event.
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source-authored · cleanedarXiv:2609.00708v1 Announce Type: new Abstract: Differentially private (DP) synthesis has been extensively studied for tabular and image data separately, yet many real-world datasets contain images paired with multivariate tabular records. Synthesizing such data is particularly challenging under DP, as the two modalities favor different private learning mechanisms while their dependence must also be preserved. To address this challenge, we propose DP-TabImage, a modality-specialized framework for private paired synthesis. DP-TabImage instantiates the factorization $p(x,y)=p_T(y)p_I(x\;|\;y)$ u
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