Presidio - Data Protection and De-identification SDK
:mega: Presidio has moved to a new home! Read more here :mega:
Context aware, pluggable and customizable PII de-identification service for text and images.
!
| Component | Downloads | Coverage |
|-----------|-----------|----------|
| Presidio Analyzer | 
|
| Presidio Anonymizer |
|
| Presidio Image-Redactor |
|
| Presidio Structured |
|
What is Presidio
Presidio _(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.
:blue_book: Full documentation
:mega: Project transition update
:question: Frequently Asked Questions
:thought_balloon: Demo
:flight_departure: Examples
Goals
- Allow organizations to preserve privacy in a simpler way by democratizing de-identification technologies and introducing transparency in decisions.
- Embrace extensibility and customizability to a specific business need.
- Facilitate both fully automated and semi-automated PII de-identification flows on multiple platforms.
Main features
- Predefined or custom PII recognizers leveraging _Named Entity Recognition_, _regular expressions_, _rule based logic_ and _checksum_ with relevant context in multiple languages.
- Options for connecting to external PII detection models.
- Multiple usage options, from Python or PySpark workloads through Docker to Kubernetes.
- Customizability in PII identification and de-identification.
- Module for redacting PII text in images (standard image types and DICOM medical images).
Installing Presidio
Running Presidio
- Getting started
- Setting up a development environment
- PII de-identification in text
- PII de-identification in images
- Usage samples and example deployments
Support
- Before you submit an issue, please go over the documentation.
- For general discussions, please use the GitHub repo's discussion board.
- If you have a usage question, found a bug or have a suggestion for improvement, please file a GitHub issue.
- For other matters, please email [email protected].
Contributing
For details on contributing to this repository, see the contributing guide.
This project has adopted the Contributor Covenant Code of Conduct.
Contributors