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awesome-differential-privacy-and-meachine-learning

机器学习和差分隐私的论文笔记和代码仓

db-with-maven

differential-privacy

A part of ongoing university project called Research methodology and scientific writing. This project aims at exploring different spectrums of differential privacy and come up with an approach to make a good solution to handle differential privacy. The basis of our project is Google's research 'Deep Learning with Differential Privacy'.

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

dp-imagenet

dwork

A Python library for anonymous data science and analytics that uses differential privacy (DP) and similar privacy-enhancing technologies to protect personal or sensitive data.

emadelabd

Config files for my GitHub profile.

helloworld

intromlproject

Membership Inference Attacks Against Machine Learning Models

privacy

Library for training machine learning models with privacy for training data

privatedeeplearning

Differential Privacy Preservation in Deep Learning under Model Attacks

pydp

A python wrapper for https://github.com/google/differential-privacy

reading-from-txt-file

sidp

Robust Differentially Private Training of Deep Neural Networks

smartnoise-samples

Code samples and documentation for SmartNoise differential privacy tools

tensorflow2-cifar

95.76% on CIFAR-10 with TensorFlow2