qiyuangong / Basic_MondrianLinks
The raw mondrian is designed for numerical attributes. When comes to categorical attributes, Mondrian needs to transform categorical attributes to numerical ones. This transformations is not good for some applications. In 2006, LeFevre proposed basic Mondrian, which support both categorical and numerical attributes. This repository is an impleme…
☆35Updated 2 years ago
Alternatives and similar repositories for Basic_Mondrian
Users that are interested in Basic_Mondrian are comparing it to the libraries listed below
Sorting:
- Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).☆174Updated last year
- Mondrian for L-diveristy. It's not available now.☆20Updated 6 years ago
- cluster based generalization for k-anonymity☆30Updated 6 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆48Updated 2 years ago
- Implementation of DataFly for K-anonymity, and implemented Laplace Mechanism and Exponential Mechanism for Differential Privacy☆40Updated 6 years ago
- Anonymization methods for network security.☆158Updated 5 months ago
- QGIS differential privacy processing plugin☆23Updated 9 years ago
- ☆20Updated last year
- ☆43Updated 4 years ago
- list of differential-privacy related resources☆313Updated 6 months ago
- Code for NIPS'2017 paper☆50Updated 5 years ago
- A library for Partially Homomorphic Encryption in Python☆625Updated 2 years ago
- A python library providing several polynomial-based Private Set Intersection protocols.☆45Updated 10 years ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆74Updated last year
- Accompanying source code to my Bachelor's thesis at TUHH☆11Updated 7 years ago
- An implementation for a federated learning environment in python using Keras☆24Updated 6 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆529Updated 10 months ago
- A Privacy Preserving Data Mining Platform☆46Updated 13 years ago
- A Differentially-Private Random Decision Forest using Smooth Sensitivity☆12Updated 8 years ago
- Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.☆401Updated 5 years ago
- Differential private machine learning☆194Updated 3 years ago
- Location Privacy Meter: A tool to model human mobility and quantify location privacy☆16Updated 4 years ago
- Tools and service for differentially private processing of tabular and relational data☆275Updated last week
- Diffprivlib: The IBM Differential Privacy Library☆879Updated 3 months ago
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Updated 6 years ago
- Code samples and documentation for SmartNoise differential privacy tools☆134Updated 3 years ago
- Federated gradient boosted decision tree learning☆68Updated 2 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- Sample LDP implementation in Python☆129Updated 2 years ago
- SAP Security Research sample code to reproduce the research done in our paper "Comparing local and central differential privacy using mem…☆18Updated last year