qiyuangong / Clustering_based_K_Anon
cluster based generalization for k-anonymity
☆29Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Clustering_based_K_Anon
- Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).☆170Updated 11 months ago
- The raw mondrian is designed for numerical attributes. When comes to categorical attributes, Mondrian needs to transform categorical attr…☆33Updated last year
- K-Anonymity Simulator☆15Updated 7 years ago
- ☆43Updated 3 years ago
- Code for NIPS'2017 paper☆49Updated 4 years ago
- Implementation of DataFly for K-anonymity, and implemented Laplace Mechanism and Exponential Mechanism for Differential Privacy☆37Updated 5 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆129Updated last year
- Naive implementation of basic Differential-Privacy framework and algorithms☆47Updated 2 years ago
- QGIS differential privacy processing plugin☆22Updated 8 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆132Updated 3 years ago
- Differential private machine learning☆179Updated 2 years ago
- Anonymization methods for network security.☆149Updated 5 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆44Updated 6 years ago
- Source code of paper "Differentially Private Generative Adversarial Network"☆67Updated 5 years ago
- Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.☆71Updated last year
- list of differential-privacy related resources☆297Updated last week
- Useful tools for differential privacy☆214Updated 2 years ago
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆187Updated 7 years ago
- A library for running membership inference attacks against ML models☆139Updated last year
- Accompanying source code to my Bachelor's thesis at TUHH☆11Updated 6 years ago
- Sample LDP implementation in Python☆116Updated last year
- Location Privacy Protection System Based on K-Anonymous☆23Updated 7 years ago
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆47Updated 6 years ago
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Updated 6 years ago
- A Simulator for Privacy Preserving Federated Learning☆92Updated 3 years ago
- SAP Security Research sample code to reproduce the research done in our paper "Comparing local and central differential privacy using mem…☆16Updated 6 months ago
- Mondrian for L-diveristy. It's not available now.☆18Updated 5 years ago
- autodp: A flexible and easy-to-use package for differential privacy☆267Updated 11 months ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago