Tumult Analytics Description
Built and maintained by a group of differential privacy experts and used in production at institutions such as the U.S. Census Bureau. Spark-based and supports input tables with billions of rows. Supports an ever-growing number of aggregation operators, data transformation operators and privacy definitions. Perform public and privacy joins, filters or user-defined function on your data. Calculate counts, sums and quantiles under multiple privacy models. Our simple tutorials and extensive documentation make it easy to differentiate privacy. Tumult Analytics was built on Tumult Core - our sophisticated privacy foundation. Tumult Core mediates access to sensitive information and means that each program and application has an embedded proof of security. Composed of small, easily-reviewable components. Stability tracking and floating point primitives that are proven to be safe. Generic framework based on peer reviewed research.
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