Projects in Awesome Lists tagged with quasi-identifiers
A curated list of projects in awesome lists tagged with quasi-identifiers .
https://github.com/stefanrmmr/differentially_private_synthetic_data
Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS
data-analysis data-anonymity data-anonymization differential-privacy differentially-private dpgan dpsdg dpwgan dsgvokonform gdpr pategan privacy privacy-enhancing-technologies privacy-preserving-machine-learning privacy-preserving-synthetic-data quasi-identifiers sensitive-data-security synthetic-data synthetic-data-generation synthetic-dataset-generation
Last synced: 19 Mar 2025
https://github.com/lefteris-souflas/census-privacy-analysis
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.
data-anonymization differential-privacy encryption gaussian-mechanism gaussian-noise gdpr jupyter-notebook k-anonymity pseudonymization python3 quasi-identifiers
Last synced: 02 Mar 2025
