Description
PrivateSQL provides differential privacy for SQL analytics by rewriting queries before executing them against connected databases. It can reject queries that expose sensitive records or violate column-access rules, track privacy budgets across teams and external parties, and supports common statistical functions and joins. It is deployable without database, table, or schema modifications and offers Jupyter Notebook, CLI, and REST API interfaces.