Tumult
The most advanced platform to deploy differential privacy
Introducing Tumult Analytics, the forefront of advanced privacy solutions trusted by institutions like the U.S. Census Bureau. Developed by experts, it's a powerful and production-ready platform for deploying differential privacy.
Key Features:
🔒 Robust and Production-Ready: Ensuring privacy at scale, Tumult Analytics is built for robust production use.
🚀 Scalable: Seamlessly handle input tables with billions of rows thanks to its Spark integration, making it suitable for large-scale applications.
🔧 Easy to Use: Adopting Tumult Analytics is a breeze, as it provides familiar Python APIs similar to Pandas and PySpark.
💪 Powerful: Enjoy flexibility with support for a wide range of aggregation functions, data transformation operators, and privacy definitions.
Functionalities:
✨ Powerful Transformations: Perform public and private joins, filters, and user-defined functions on your data.
📊 Private Aggregations: Compute various metrics while preserving privacy under multiple privacy models.
At its core, Tumult Analytics is built on Tumult Core, a sophisticated privacy foundation. This foundation ensures secure access to sensitive data and provides embedded proofs of privacy. It's auditable, secure, and designed for extensibility.
Join the thriving Tumult Community on their Slack server to share feedback, request features, and get answers to your questions. Installation and usage are made easy with simple tutorials and comprehensive documentation.
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Discover the power of advanced privacy solutions with Tumult Analytics. Trust the platform chosen by industry leaders.