qiyuangong / Clustering_based_K_Anon
cluster based generalization for k-anonymity
☆29Updated 5 years ago
Alternatives and similar repositories for Clustering_based_K_Anon:
Users that are interested in Clustering_based_K_Anon are comparing it to the libraries listed below
- K-Anonymity Simulator☆15Updated 7 years ago
- Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).☆170Updated last year
- The raw mondrian is designed for numerical attributes. When comes to categorical attributes, Mondrian needs to transform categorical attr…☆34Updated last year
- Code for NIPS'2017 paper☆49Updated 4 years ago
- ☆43Updated 3 years ago
- Anonymization methods for network security.☆154Updated 5 years ago
- Implementation of DataFly for K-anonymity, and implemented Laplace Mechanism and Exponential Mechanism for Differential Privacy☆37Updated 5 years ago
- QGIS differential privacy processing plugin☆22Updated 8 years ago
- Mondrian for L-diveristy. It's not available now.☆19Updated 5 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆47Updated 2 years ago
- list of differential-privacy related resources☆307Updated last month
- Differential Privacy Preservation in Deep Learning under Model Attacks☆132Updated 3 years ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆73Updated last year
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆130Updated 2 years ago
- Differential private machine learning☆190Updated 3 years ago
- Useful tools for differential privacy☆214Updated 2 years ago
- Sample LDP implementation in Python☆122Updated last year
- A Privacy Preserving Data Mining Platform☆46Updated 12 years ago
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆43Updated last year
- Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010☆59Updated 4 years ago
- autodp: A flexible and easy-to-use package for differential privacy☆269Updated last year
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago
- A framework for protecting worker location privacy in spatial crowdsourcing☆14Updated 8 years ago
- Apple Differential Privacy Implementation☆16Updated 3 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆42Updated 3 years ago
- Location Privacy Meter: A tool to model human mobility and quantify location privacy☆16Updated 3 years ago
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Updated 6 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆46Updated 6 years ago
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆193Updated 7 years ago
- GFIM: An novel algorithm of frequent item mining with local differential privacy☆12Updated 5 years ago