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On the fidelity versus privacy and utility trade-off of synthetic patient data

Synthetic patient data evaluation reveals non-DP models preserve fidelity and utility without privacy breaches, while DP disrupts correlations and k-anonymity risks exposure.

Tim Adams, Colin J. Birkenbihl, Karen Otte, Hwei Geok Ng and 6 more

Published Apr 14, 2025 · 24 citations

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AI panel: 10 of 21 reviewers recommend it
lenient 5/5
medium 4/11
strict 1/5