Olivier Van Acker

Synthetic Data Generation of Many-to-Many Datasets via Random Graph Generation

Synthetic data generation (SDG) has become a popular approach to release private datasets. In SDG, a generative model is fitted on the private real data, and samples drawn from the model are released as the protected synthetic data. While real-world datasets usually consist of multiple tables with p…