presidio

Overview

Presidio provides pluggable pipelines for identifying and redacting personally identifiable information (PII) using NLP, regex, and custom recognizers. It supports text, images, and structured data, with built-in anonymization and masking capabilities. Designed for enterprise privacy compliance.

README Preview

# Presidio - Data Protection and De-identification SDK\n## :mega: Presidio is moving to a new home! [Read more here](docs/project_transition.md) :mega:\n**Context aware, pluggable and customizable PII de-identification service for text and images.**\n\n---\n\n[](https://github.com/microsoft/presidio/actions/workflows/ci.yml)\n[](http://opensource.org/licenses/MIT)\n\n[](https://www.bestpractices.dev/projects/6076)\n[](https://pypi.python.org/pypi/presidio-analyzer/)\n\n| Component | Downloads | Coverage |\n|-----------|-----------|----------|\n| Presidio Analyzer | [](https://pypi.python.org/pypi/presidio-analyzer/) | [](https://github.com/microsoft/presidio/tree/coverage-data-presidio-analyzer) |\n| Presidio Anonymizer | [](https://pypi.python.org/pypi/presidio-anonymizer/) | [](https://github.com/microsoft/presidio/tree/coverage-data-presidio-anonymizer) |\n| Presidio Image-Redactor | [](https://pypi.python.org/pypi/presidio-image-redactor/) | [](https://github.com/microsoft/presidio/tree/coverage-data-presidio-image-redactor) |\n| Presidio Structured | [](https://pypi.python.org/pypi/presidio-structured/) | [](https://github.com/microsoft/presidio/tree/coverage-data-presidio-structured) |\n## What is Presidio\n\nPresidio _(Origin from Latin praesidium ‘protection, garrison’)_ helps to ensure sensitive data is properly managed and governed. It provides fast **_identification_** and **_anonymization_** modules for private entities in text such as credit card numbers, names, locations, social security numbers, bitcoin wallets, US phone numbers, financial data and more.\n\n\n\n---\n\n### :blue_book: [Full documentation](https://microsoft.github.io/presidio)\n\n### :mega: [Project transition update](docs/project_transition.md)\n\n### :question: [Frequently Asked Questions](docs/faq.md)\n\n### :thought_balloon: [Demo](https://aka.ms/presidio-demo)\n\n### :flight_departure: [Examples](https://microsoft.github.io/presidio/samples/)\n\n---\n\n\n### Goals\n\n- Allow organi