data-anonymization
There are 12 repositories under data-anonymization topic.
microsoft / presidio
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.
Language:Python 5562- databunker
securitybunker / databunker
Secure Vault for Customer PII/PHI/PCI/KYC Records
Language:Go 1330 arx-deidentifier / arx
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.
Language:Java 672ArtLabss / open-data-anonymizer
Python Data Anonymization & Masking Library For Data Science Tasks
Language:Python 272thoughtbot / top_secret
Filter sensitive information from free text before sending it to external services or APIs, such as chatbots and LLMs.
Language:Ruby 247- DbToolsBundle
makinacorpus / DbToolsBundle
A PHP library to back up, restore and anonymize databases
Language:PHP 219 - HideDroid
Dado1513 / HideDroid
HideDroid is an Android app that allows the per-app anonymization of collected personal data according to a privacy level chosen by the user.
Language:Java 202 BMW-InnovationLab / BMW-Anonymization-API
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.
Language:Python 187privateai / deid-examples
Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.
Language:Jupyter Notebook 84jftuga / deidentification
Deidentify people's names and gender specific pronouns
Language:Python 41IFCA-Advanced-Computing / anjana
ANJANA is a Python library for anonymizing sensitive data
Language:Python 35bluewave-labs / maskwise
Maskwise detects, redacts, masks, and anonymizes sensitive data across text, images, and structured data in training datasets for LLM systems. Powered by Microsoft Presidio
Language:TypeScript 28- docsLanguage:HTML 28
aliengiraffe / deidentify
Simple yet powerful tool for identifying and anonymizing personal information in various formats.
Language:Go 25thoughtworks-datakind / anonymizer
Library for identification, anonymization and de-anonymization of PII data
Language:Python 22KI-AIM / Cinnamon
Cinnamon is a modular application designed to offer robust functionalities for data anonymization, synthetization, and evaluation.
Language:Java 21nikosgalanis / local-dp-protocols
🎓🔒 Creating, Analyzing and Testing Differential Privacy Protocols, aiming in Data Protection and Anonymization.
Language:Jupyter Notebook 17stefanrmmr / differentially_private_synthetic_data
Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS
synthetic-datasynthetic-dataset-generationdata-anonymizationdata-analysisdata-anonymitysensitive-data-securityquasi-identifiersprivacy-enhancing-technologiesprivacyprivacy-preserving-machine-learningprivacy-preserving-synthetic-datasynthetic-data-generationdpsdgdpgandsgvokonformdifferential-privacydifferentially-privatedpwgangdprpateganLanguage:Jupyter Notebook 12yevh / anonymizer
Anonymize sensitive data in your datasets.
Language:Python 12- Language:JavaScript 10
fgmacedo / datanonymizer
Anonymizer tool for datasets such CSV files
Language:Python 9- Language:Python 7
geniuszly / GenFakeGenerator
This script generates various types of fake data, such as names, addresses, phone numbers, coordinates, and more, using the Faker library. Users can select the data type and the quantity to generate. The generated data is saved to a JSON file
Language:Python 7OsgiliathEnterprise / data-migrator
Generate anonymized test dataset from production data and configurable anonymization sequences. Execute base to base (vendor agnostic) export and import
Language:Java 7- Language:Python 6
ryokugyu / One-Pass-KMeans-Algorithms
Implementation of An Efficient Clustering Method for k-Anonymization in Python 2.7
Language:Python 6- data-anonymizer
Vishwamitra / data-anonymizer
DataAnonymizer is an open-source personal data anonymization tool designed for GDPR compliancy
Language:TypeScript 5 - induction-anonymization
data-protection-helpers / induction-anonymization
Induction to anonymization of data
Language:Jupyter Notebook 4 - data-anonymization-diabetes
jaimedantas / data-anonymization-diabetes
Impacts of data anonymization on model prediction for diabetes
Language:MATLAB 4 sonbachmi / NgAnonymize
Data anonymization using Angular 2+
Language:TypeScript 4sandrociceros / DataMasker
A free data masking and/or anonymizer library
Language:C# 3athulck / Data-Anonymization-Tool
M.Tech final year project to create a data anonymization tool.
Language:Python 2Club-Innovate / GenAI-SQL-CLI
GenAI-SQL is a modular, extensible suite of AI-powered tools for automating SQL code improvement, documentation, and validation. Built for developers, analysts, and data engineers, it leverages Azure OpenAI (GPT-4o) to analyze, refactor, comment, explain, test, and audit SQL — all within a secure, asynchronous, and HIPAA-compliant framework.
Language:Python 2- Language:ObjectScript 2
pavanad / beegen
BeeGen is an intelligent command-line tool designed to assist developers with everyday tasks, leveraging the power of generative AI.
Language:Python 2viclang / anonymacy
anonymaCy is a spaCy extension for anonymizing PII using rule-based recognizers, context-aware processing, conflict resolution and customizable anonymization.
Language:Python 2
