Deploying Privacy-Enhancing Technologies

What if you could answer questions using data that you never actually see?

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xD is an emerging technologies group that’s advancing the delivery of data-driven services through new and transformative technologies.

AI Toolkit

Tools that help deploy AI in government contexts.

An isometric grid of cubes is arranged to look like a city block. One of the cubes is taller and a different color than the rest.

Automated Change Detection in Geospatial Imagery

Employing machine learning on satellite imagery to improve efficiency and accuracy in surveys.

A group of isometric cubes is connected by lines to illustrate the connection of nodes to one another.

Deploying Privacy-Enhancing Technologies

Deploying privacy-enhancing technologies to understand the future of data collection & dissemination.

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Example Cryptographic Protocol

Privacy-preserving model auditing demo: technical deep dive

Example Cryptographic Protocol

Demonstrating privacy-preserving model auditing

Dashboard showing various block-level classifications

xD Team Members Publish Working Paper on Predicting Census Block-Status Classifications

Data flow in PySyft platform

xD Team Members Publish Working Paper on International, Privacy-Preserving Data Science