/plushcap/analysis/gretel-ai/auto-anonymize-production-datasets-for-development

Auto-anonymize production datasets for development

What's this blog post about?

This post discusses building a data pipeline that automatically transforms datasets for safe use in development environments, ensuring customer privacy is maintained. The process involves using Gretel.ai's SDKs to auto-anonymize streaming data. The blog provides an open-source code blueprint detailing the steps to create such a pipeline. It covers labeling and discovery, rules evaluation, and record transformations. The resulting anonymized dataset can be safely pushed into pre-production environments without risk of leaking customer details.

Company
Gretel.ai

Date published
Jan. 9, 2021

Author(s)
Drew Newberry

Word count
822

Hacker News points
None found.

Language
English


By Matt Makai. 2021-2024.