prashmohan / GUPT
A Privacy Preserving Data Mining Platform
☆46Updated 12 years ago
Related projects ⓘ
Alternatives and complementary repositories for GUPT
- ☆43Updated 3 years ago
- ☆38Updated 2 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆47Updated 2 years ago
- Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010☆59Updated 4 years ago
- Statistical Counterexample Detector for Differential Privacy☆28Updated 7 months ago
- Implementation of "Machine Learning Classification over Encrypted Data" by Raphael Bost, Raluca Ada Popa, Stephen Tu and Shafi Goldwasser☆38Updated 7 years ago
- QGIS differential privacy processing plugin☆22Updated 8 years ago
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆23Updated 5 years ago
- list of differential-privacy related resources☆297Updated last week
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Updated 6 years ago
- Code for NIPS'2017 paper☆49Updated 4 years ago
- Privacy-preserving XGBoost Inference☆48Updated last year
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆44Updated 6 years ago
- Location Privacy Meter: A tool to model human mobility and quantify location privacy☆16Updated 3 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆129Updated last year
- Various material around private machine learning, some associated with blog☆148Updated 5 years ago
- Differentially private synthetic data☆46Updated 3 years ago
- Multiple Frequency Estimation Under Local Differential Privacy in Python☆41Updated last year
- Implementation of the peer-to-peer simulation used for the experimental evaluation of the Heterogeneous Differential Privacy paper.☆10Updated 4 years ago
- An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"☆93Updated this week
- A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.☆32Updated 5 years ago
- Github pages backend for https://differentialprivacy.org☆25Updated 5 months ago
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆225Updated 5 years ago
- Differentially private learning on distributed data (NIPS 2017)☆12Updated 6 years ago
- Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.☆395Updated 4 years ago
- Source code of paper "Differentially Private Generative Adversarial Network"☆67Updated 5 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 4 years ago