haseyan3104

haseyan3104's Stars

• sunblaze-ucb/dpml-benchmark

  This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.

  Language:Python6318

• ChrisWaites/pyvacy

  Differentially Private Optimization for PyTorch 👁🙅‍♀️

  Language:Python18330

• SAP-samples/machine-learning-diff-private-federated-learning

  Simulate a federated setting and run differentially private federated learning.

  Language:Python35293

• cmla-psu/statdp

  Statistical Counterexample Detector for Differential Privacy

  Language:Python2816

• gitgik/differential-privacy-federated-learning

  Curated notebooks on how to train neural networks using differential privacy and federated learning.

  Language:Jupyter Notebook6616

• Yangfan-Jiang/Federated-Learning-with-Differential-Privacy

  Implementation of dp-based federated learning framework using PyTorch

  Language:Python27553

• IBM/discrete-gaussian-differential-privacy

  Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010

  Language:Python5917

• AceEviliano/Differential-Privacy-Explained

  Explanatory notes on Cynthia Dwork's text on privacy originally created for Facebook's SPAI scholarship challenge

  Language:Jupyter Notebook5111

• opendp/opendp

  The core library of differential privacy algorithms powering the OpenDP Project.

  Language:Rust31349

• bargavj/EvaluatingDPML

  This project's goal is to evaluate the privacy leakage of differentially private machine learning models.

  Language:Python12949

• haiphanNJIT/PrivateDeepLearning

  Differential Privacy Preservation in Deep Learning under Model Attacks

  Language:Python13150

• forestneo/sunPytools

  Useful tools for differential privacy

  Language:Python21353

• opendp/smartnoise-sdk

  Tools and service for differentially private processing of tabular and relational data

  Language:Python24464

• yuxiangw/autodp

  autodp: A flexible and easy-to-use package for differential privacy

  Language:Jupyter Notebook26052

• gretelai/gretel-synthetics

  Synthetic data generators for structured and unstructured text, featuring differentially private learning.

  Language:Python57987

• OpenMined/PyDP

  The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy

  Language:Python501138

• opendp/smartnoise-core

  Differential privacy validator and runtime

  Language:Rust29033

• IBM/differential-privacy-library

  Diffprivlib: The IBM Differential Privacy Library

  Language:Python813196

• google/differential-privacy

  Google's differential privacy libraries.

  Language:Go3k346

• pytorch/opacus

  Training PyTorch models with differential privacy

  Language:Jupyter Notebook1.7k334