Faking feature importance: A cautionary tale on the use of differentially-private synthetic data

Oscar Giles, Kasra Hosseini, Grigorios Mingas +13

Synthetic datasets are often presented as a silver-bullet solution to the problem of privacy-preserving data publishing. However, for many applications, synthetic data has been sho…