About this document

02 Pii Detection Syntheticdatagen Presidio Faker by etest2272 is a document available to read on EtoBox.

This document outlines a notebook for identifying Personally Identifiable Information (PII) in both structured and unstructured data using Microsoft Presidio and generating synthetic data with the Faker library for anonymization. It includes installation instructions, configuration for a PII detection and anonymization pipeline, and methods for replacing detected PII with synthetic data in Spark DataFrames. The notebook also provides code examples and usage scenarios for processing data containing PII.

Author

etest2272

Language

EN