The Limitations of Synthetic Data

synthetic data aims to mimic statistical properties of the original data set. The hope is that you don't have to worry about personal data because it's kind of cleansed from that. But as in secure multipartic computation, information can leak about the data. It raises reasonable concerns over whether people will be comfortable sharing their data.