The Future of Responsible AI
Building Cutting-Edge Technologies in Decentralization, Privacy and AI
PrivateSQL unleashes the value of sensitive data and generates real-time insights while protecting individual privacy through differential privacy. PrivateSQL enforces privacy by design. It intercepts SQL queries, rewrites them with differential privacy, and returns privacy-preserving answers. No individual can be identified from query results, regardless of complexity.
PrivateSQL
Insights · Collaboration · Privacy
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Support mySQL, Postgres, Athena, Presto, etc.
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Support all major aggregations: SUM, COUNT, MAX, MIN, AVG, STD. DEV, QUANTILES, etc.
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Nuanced access controls for admins to easily customize privacy parameters based on their sensitivity levels and risk thresholds
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Provide synthetic sample datasets to test queries while upholding privacy guarantees
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Easy integration via REST API, Python, JS, and Apache Superset. Seamless use of BI tools, e.g. Tableau, with differential privacy