Context aware, pluggable and customizable data protection and de-identification SDK for text and images

Data anonymization package, supporting different anonymization strategies

ANJANA is a Python library for anonymizing sensitive data

Privacy Engineering for the Generative AI era

📛 An experimental data anonymisation library

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

Secure SDK/vault for personal records/PII built to comply with GDPR

🌱 anonymizePy helps you anonymize your data with ease

Sonarum revolutionizes human-machine communication by securing real-time text, audio, and video streams while remaining fast, secure, and lightweight. It detects and controls sensitive and secure data on-the-fly, ensuring privacy and security without compromising quality.

Snaplet Documentation

Data anonymization made easy

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.

Exploring US Census microdata, tackling privacy issues, and anonymization. Exercise A delves into quasi-identifiers, anonymization methods, identification risks, and differential privacy. Exercise B involves data loading, k-anonymity, histograms, adding noise for privacy, computing private averages, and analyzing privacy parameter impacts.

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

Runner Up AIML - HackToFuture, SJEC, Mangalore (Rs. 20,000)

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.

Distributed Anonymization Platform for SQL databases

DataAnonymizer is an open-source personal data anonymization tool designed for GDPR compliancy

A selected collection of my work samples