prashmohan / GUPTLinks
A Privacy Preserving Data Mining Platform
☆46Updated 13 years ago
Alternatives and similar repositories for GUPT
Users that are interested in GUPT are comparing it to the libraries listed below
Sorting:
- ☆38Updated 3 years ago
- Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.☆400Updated 5 years ago
- ☆43Updated 4 years ago
- Naive implementation of basic Differential-Privacy framework and algorithms☆48Updated 2 years ago
- Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).☆174Updated last year
- list of differential-privacy related resources☆314Updated 7 months ago
- This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.☆63Updated 6 years ago
- UCLANesl - NIST Differential Privacy Challenge (Match 3)☆25Updated 6 years ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- Diffprivlib: The IBM Differential Privacy Library☆884Updated 3 months ago
- Model extraction attacks on Machine-Learning-as-a-Service platforms.☆350Updated 4 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago
- Differentially private synthetic data☆46Updated 4 years ago
- Code for NIPS'2017 paper☆51Updated 5 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆135Updated 2 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
- Tools and service for differentially private processing of tabular and relational data☆277Updated 2 weeks ago
- Statistical Counterexample Detector for Differential Privacy☆28Updated last year
- A library for Partially Homomorphic Encryption in Python☆626Updated 2 years ago
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆230Updated 6 years ago
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- Privacy-preserving XGBoost Inference☆49Updated 2 years ago
- autodp: A flexible and easy-to-use package for differential privacy☆274Updated last year
- Analytic calibration for differential privacy with Gaussian perturbations☆48Updated 6 years ago
- QGIS differential privacy processing plugin☆23Updated 9 years ago
- tf-trusted allows you to run TensorFlow models in secure enclaves☆87Updated 5 years ago
- The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy☆531Updated 11 months ago
- ☆40Updated 2 years ago
- Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010☆59Updated 5 years ago
- RAPPOR: Privacy-Preserving Reporting Algorithms☆865Updated 3 years ago