There are 4 repositories under k-anonymity topic.
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
Anonymization methods for network security.
Evaluating variety of k-Anonymity techniques.
Anonymizing Library for Apache Spark
Repertoire sur l'anonymisation
Anonymization library for python. Protect the privacy of individuals.
pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.
A simple Python package to quickly run privacy metrics for your data. Obtain the K-anonimity, L-diversity and T-closeness to asses how anonymous your transformed data is, and how it's balanced with data usability.
Caterpillar Proxy - The simple and parasitic web proxy with SPAM filter (formerly, php-httpproxy)
Library for easily interfacing with Have I Been Pwned API v2
Go wrapper service for the STAR randomness server.
The command line tool 'pwnedk' checks whether a particular password is leaked applying k-anonymity via the API "Searching by range" of HIBP.
Implementation of Mondrian k-anonymity algorithm
An application of "Mondrian Multidimensional K-Anonymity" article in Python
Impacts of data anonymization on model prediction for diabetes
Automated script to check for mass list of passwords against HaveIBeenPwned's K-Anonymity API
A Framework for Network Flows Anonymization using (k,l)-anonymization
Comparison of the performance of machine learning models applied on anonymized data with different techniques
In an age of widespread data collecting and sharing, the safeguarding of people’s sensitive information has become critical. Facial photos and tabular data frequently contain personal information that, if revealed, can lead to identity theft, discrimination, and other types of harm.
A repo that takes you through some principles about data privacy based on the Kenya Data Protection Act and General Data Protection Regulation. Useful for a data person.
Exploration of data privacy/anonymity in the medical insurance records domain.
A simple tool to check if your password has been leaked.
Auction Platform for Data Privacy | Data Privacy BCI2001 Project
Java K Anonymity and Differential privacy (Gaussian/Laplacian) Server, April 2021
A web app serves as an interface for K-anonymity-DP-Server, April 2021
DB security Semester Homework - MSc Fall 2020
Algorithm and web app that leverages properties of K-Anonymity to reduce the sensitivity of a passed dataset
Prink (Privacy-Preserving Flink) is a data anonymization solution for Apache Flink, that provides k-anonymity and l-diversity for data streams.