https://github.com/HabaneroCake/pii-filter

A personally identifiable information (PII) filter.
https://github.com/HabaneroCake/pii-filter

dutch pii pii-detection

Last synced: about 1 month ago
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A personally identifiable information (PII) filter.

• Host: GitHub
• URL: https://github.com/HabaneroCake/pii-filter
• Owner: HabaneroCake
• License: mit
• Archived: true
• Created: 2020-12-03T21:59:58.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2021-05-28T16:47:19.000Z (over 3 years ago)
• Last Synced: 2024-04-24T05:54:14.137Z (8 months ago)
• Topics: dutch, pii, pii-detection
• Language: TypeScript
• Homepage:
• Size: 18.7 MB
• Stars: 9
• Watchers: 1
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# ![PII](https://raw.githubusercontent.com/prolody/pii-filter-web-ext/master/assets/logos/a/PIIlogo.png) Filter

![CI](https://github.com/HabaneroCake/pii-filter/workflows/CI/badge.svg)

[![npm version](https://badge.fury.io/js/pii-filter.svg)](https://badge.fury.io/js/pii-filter)

![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)

> **Please note:** this project is still experimental

A library for detecting, parsing, and removing personally identifiable information from strings and objects.

[![PII replaced with placeholders](https://raw.githubusercontent.com/HabaneroCake/pii-filter/master/res/highlight_placeholders.png)](./pii-filter)

---

This repository contains the [datasets](./dataset) and the [npm module for `pii-filter`](./pii-filter).

A showcase example of this library is the pii-filter [web-extension](https://github.com/HabaneroCake/pii-filter-web-ext) for 

browsers.

## Scenarios

We hope that this software can be useful in some of the following scenarios:

- privacy, security, fraud-detection, and data-auditing

- anonymizing data for research, marketing and machine learning

- accessibility and online guidance

- word tagging and word spotting

- designing chatbots

## Languages

`pii-filter` currently supports the following languages and PII:

- Dutch

    - First Names

    - Family Names

    - Pet Names

    - Medicine Names

    - Phone Numbers

    - Email Addresses

    - Dates

More information can be found in [dataset/README.md](dataset/README.md).

## Future work

- adding support for english and other languages

- detecting more PII

    - bank numbers and credit card numbers

    - passport / id numbers

    - social security numbers

- detecting PII in images

    - providing coordinates which can be used for blurring or erasing PII