Fig. 1From: dsSynthetic: synthetic data generation for the DataSHIELD federated analysis systemA schematic of generating synthetic data with dsSynthetic, and using it to write, debug and test code. The final code is then used on real data on the server 1. User requests synthetic copy of real data 2. Synthetic copy of data generated on server side and passed to client 3. User writes code against synthetic data on client side 4. Code run on server side with real dataBack to article page