List of implementations of differentially private analyses

Since the advent of differential privacy, a number of systems supporting differentially private data analyses have been implemented and deployed. This article tracks real-world deployments, production software packages, and research prototypes.

Real-world deployments

Production software packages

These software packages purport to be usable in production systems. They are split in two categories: those focused on answering statistical queries with differential privacy, and those focused on training machine learning models with differential privacy.

Statistical analyses

Machine learning

Research projects and prototypes

See also

References

Uses material from the Wikipedia article List of implementations of differentially private analyses, released under the CC BY-SA 4.0 license.