Statistical properties and privacy guarantees of an original distance-based fully synthetic data generation method

Rémy Chapelle, Bruno Falissard

Introduction: The amount of data generated by original research is growing exponentially. Publicly releasing them is recommended to comply with the Open Science principles. However…