Problem: Sharing analysis code is not enough for reproducibility, data should be shared too.
Stakeholders:
- Researcher does not want to be scooped.
- Subject of experiments want their data to stay protected and anonymous
Solutions:
- Share dummy simulated data which allows to test the analysis code
- Control access and rights on the data (ex. licensing, access on request)
- Online platform which allows to run the code on the data without having access to it (within certain limits)
- Advances in cryptography can allow to run code on crypted data