Fig. 1: Scoping Review Results.
From: A scoping review of privacy and utility metrics in medical synthetic data
a Visual overview of included works across various metrics. The figure depicts four dimensions: Database, Data Type, Purpose, and Publication Year. PPDS refers to Privacy Preserving Data Sharing. b Summary of the performance-related methods used in the included works. This includes a breakdown of categories such as Broad Utility, Narrow Utility and Fairness. c Summary of the performance-related methods used in the included papers. We categorized methods as Membership Inference or Attribute Inference.
