”differential-privacy“ 的搜索结果

Google's differential privacy libraries.

翻译 - Google的差异隐私库。

#计算机科学#Diffprivlib: The IBM Differential Privacy Library

翻译 - Diffprivlib：IBM差异隐私库

Training PyTorch models with differential privacy

翻译 - 使用不同的隐私训练PyTorch模型

Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.

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

list of differential-privacy related resources

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )

Implementation of dp-based federated learning framework using PyTorch

Differential private machine learning

Useful tools for differential privacy

FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, differential privacy includes Laplacian mechanism differential priv...

Differential privacy validator and runtime

Easy differential privacy in R

QGIS differential privacy processing plugin

Local Differential Privacy for Federated Learning

Repository for Federated Learning with Differential Privacy

Code samples and documentation for SmartNoise differential privacy tools

Differential Privacy Preservation in Deep Learning under Model Attacks

Naive implementation of basic Differential-Privacy framework and algorithms

Multiple Frequency Estimation Under Local Differential Privacy in Python

This repo implements several algorithms for learning with differential privacy.

Implementation of local differential privacy mechanisms in Python language.

Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)

frequent itemset mining with differential privacy in local setting