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cs.CR2026
Differentially Private Paired Table-Image Multimodal Synthesis
Kai Chen, Josephine Lamp, Somesh Jha +1
Differentially private (DP) synthesis has been extensively studied for tabular and image data separately, yet many real-world datasets contain images paired with multivariate tabul…
cs.CR2024
DP-RuL: Differentially-Private Rule Learning for Clinical Decision Support Systems
Josephine Lamp, Lu Feng, David Evans
Serious privacy concerns arise with the use of patient data in rule-based clinical decision support systems (CDSS). The goal of a privacy-preserving CDSS is to learn a population r…