Microsoft Technology Licensing, LLC

Vinyas Maddi

Lin Xu

Parvez Ahammad

Ryan M Rogers

Subbu Subramaniam

Jefferson Lai

Rahul Tandra

Adrian Rivera Cardoso

Yu Chen

Shraddha Sahay

Gavin Castro Uathavikul

Neha Jain

Mark B Cesar

Technologies for providing event-level data privacy for streaming post analytics data include, in some embodiments, receiving a data stream that includes instances of count data collected over a time interval, computing a true count breakdown that includes a set of sub-counts of non-public user interface interactions on the post, creating a noisy count breakdown by applying at least one differential privacy mechanism to the set of sub-counts, and streaming the noisy count breakdown instead of the true count breakdown to a computing device. At least one of the sub-counts is a count that is associated with a particular value of an attribute that has different possible values. The attribute is associated with the non-public user interface interactions on the post.

Event-level data privacy for streaming post analytics data

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Vinyas Maddi