Differential Privacy in Practice: Unlocking Insights from Data while Protecting Individual Privacy

Описание к видео Differential Privacy in Practice: Unlocking Insights from Data while Protecting Individual Privacy

Gerome Miklau, co-founder and CEO of Tumult Labs, explains how we have successfully used differential privacy to unlock insights from highly sensitive data. This will include examples of practical deployments of the technology at major enterprises: the challenges, solutions, and lessons learned. Gerome will describe the benefits differential privacy can offer to a data custodian who is responsible for the management of sensitive data, including clarity about the privacy risk involved in a data release and the ability to share higher-quality data.

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