Alternatives and similar repositories for GUPT

Users that are interested in GUPT are comparing it to the libraries listed below

• ektelo / ektelo
  ☆38Updated 3 years ago
• qiyuangong / Mondrian
  Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).
  ☆174Updated last year
• dpcomp-org / dpcomp_core
  ☆44Updated 4 years ago
• uber-archive / sql-differential-privacy
  Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.
  ☆400Updated 5 years ago
• opendp / smartnoise-sdk
  Tools and service for differentially private processing of tabular and relational data
  ☆280Updated last month
• mbrg / differential-privacy
  Naive implementation of basic Differential-Privacy framework and algorithms
  ☆48Updated 3 years ago
• menisadi / awesome-differential-privacy
  list of differential-privacy related resources
  ☆315Updated 8 months ago
• privacytrustlab / location_privacy_meter
  Location Privacy Meter: A tool to model human mobility and quantify location privacy
  ☆16Updated 4 years ago
• LapisIT / differential_privacy
  QGIS differential privacy processing plugin
  ☆23Updated 9 years ago
• sunblaze-ucb / dpml-benchmark
  This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.
  ☆63Updated 6 years ago
• IBM / differential-privacy-library
  Diffprivlib: The IBM Differential Privacy Library
  ☆889Updated 3 weeks ago
• bargavj / distributedMachineLearning
  This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.
  ☆26Updated 4 years ago
• mortendahl / privateml
  Various material around private machine learning, some associated with blog
  ☆149Updated 6 years ago
• ftramer / Steal-ML
  Model extraction attacks on Machine-Learning-as-a-Service platforms.
  ☆350Updated 4 years ago
• cmla-psu / statdp
  Statistical Counterexample Detector for Differential Privacy
  ☆28Updated last year
• nesl / nist_differential_privacy_synthetic_data_challenge
  UCLANesl - NIST Differential Privacy Challenge (Match 3)
  ☆25Updated 6 years ago
• steven7woo / Accuracy-First-Differential-Privacy
  Code for NIPS'2017 paper
  ☆51Updated 5 years ago
• Samuel-Maddock / pure-LDP
  Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.
  ☆76Updated 2 years ago
• google / rappor
  RAPPOR: Privacy-Preserving Reporting Algorithms
  ☆865Updated 3 years ago
• data61 / python-paillier
  A library for Partially Homomorphic Encryption in Python
  ☆628Updated 2 years ago
• mc2-project / secure-xgboost
  Secure collaborative training and inference for XGBoost.
  ☆105Updated 2 years ago
• BorjaBalle / analytic-gaussian-mechanism
  Analytic calibration for differential privacy with Gaussian perturbations
  ☆49Updated 7 years ago
• OpenMined / PyDP
  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
  ☆533Updated last year
• opendp / smartnoise-core-python
  Python language bindings for smartnoise-core.
  ☆76Updated 2 years ago
• awslabs / privacy-preserving-xgboost-inference
  Privacy-preserving XGBoost Inference
  ☆49Updated 2 years ago
• bargavj / EvaluatingDPML
  This project's goal is to evaluate the privacy leakage of differentially private machine learning models.
  ☆135Updated 2 years ago
• IBM / discrete-gaussian-differential-privacy
  Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010
  ☆61Updated 5 years ago
• Nuclearstar / K-Anonymity
  Anonymization methods for network security.
  ☆160Updated 7 months ago
• ryan112358 / mbi
  A library providing general-purpose tools for estimating discrete distributions from noisy observations of their marginals.
  ☆106Updated 2 weeks ago
• Lab41 / PySEAL
  This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …
  ☆230Updated 6 years ago