Posts tagged: Data Privacy
Is your Synthetic Data actually private?
A practical guide to the three privacy risks in synthetic data, the metrics that quantify them, and why no single number tells you whether your data is safe.
Multiple Imputation and Perturbation: Why They're Not Built for Synthetic Data
This blog explores why multiple imputation and perturbation are not suitable for generating synthetic data.
What are GANs and how can they generate synthetic data?
This blog explores Generative Adversarial Networks (GANs) and how they can be used to generate synthetic healthcare data.
What is Synthetic Data and Why Does it Matter?
This blog is the first in a series exploring synthetic data, its benefits, and its applications in various fields.