On-demand webinar

Fusing Elasticsearch with neural networks to identify personal data

Hosted by

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Ryan Turner

Senior ML Researcher

Twitter

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Rakshit Wadhwa

Senior Software Engineer

Twitter

Highlights

A critical aspect of incorporating data privacy is the process of classifying personal or sensitive data. The personal data protection (PDP) annotation system provides a solution to automatically classify columns of data in databases at Twitter. Listen in as we explore the annotation system that combines Elasticsearch queries with a neural network to provide probabilistically calibrated predictions on PDP data types for every column.

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