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data-anonymization

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

Python
5270
4 小时前

ARX is a comprehensive open source data anonymization tool aiming to provide scalability and usability. It supports various anonymization techniques, methods for analyzing data quality and re-identification risks and it supports well-known privacy models, such as k-anonymity, l-diversity, t-closeness and differential privacy.

Java
668
8 个月前

Python Data Anonymization & Masking Library For Data Science Tasks

Python
269
2 年前
PHP
215
1 个月前

HideDroid is an Android app that allows the per-app anonymization of collected personal data according to a privacy level chosen by the user.

Java
200
1 年前

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

Python
186
2 年前

Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.

Jupyter Notebook
82
3 个月前

Library for identification, anonymization and de-anonymization of PII data

Python
22
3 年前

Open source PII detection and anonymization tool: easy-to-use, configurable, and extensible

Python
21
3 个月前

Cinnamon is a modular application designed to offer robust functionalities for data anonymization, synthetization, and evaluation.

Java
21
5 天前

🎓🔒 Creating, Analyzing and Testing Differential Privacy Protocols, aiming in Data Protection and Anonymization.

Jupyter Notebook
17
4 年前
JavaScript
10
4 个月前

Anonymizer tool for datasets such CSV files

Python
9
10 个月前