Fusing Elasticsearch with Neural Networks to Identify Personal Data

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.

Ryan Turner, Senior ML Researcher, Twitter
Rakshit Wadhwa, Senior Software Engineer, Twitter

Learn more: https://www.elastic.co/elasticon

Duration: 00:22:41
Publisher: Elastic
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