A Comparison of SynDiffix Multi-table versus Single-table Synthetic Data

arXiv:2403.08463v1 Announce Type: new
Abstract: SynDiffix is a new open-source tool for structured data synthesis. It has anonymization features that allow it to generate multiple synthetic tables while maintaining strong anonymity. Compared to the more common single-table approach, multi-table leads to more accurate data, since only the features of interest for a given analysis need be synthesized. This paper compares SynDiffix with 15 other commercial and academic synthetic data techniques using the SDNIST analysis framework, modified by us to accommodate …

anonymity anonymization arxiv cs.cr data features interest single structured data synthetic synthetic data tables tool