WTF is differential privacy?

Originally published on April, 10, 2019, this article has been updated to include an explainer video.

As the ad industry re-evaluates its approach to personal privacy, advertisers are searching for ways to collect data on people without compromising their privacy. One of those alternatives has been called differential privacy, a statistical technique which allows companies to share aggregate data about user habits while protecting individual privacy.

Here’s an explainer on how differential privacy works.

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