GitHub 中文社区
回车: Github搜索    Shift+回车: Google搜索
论坛
排行榜
趋势
登录

©2025 GitHub中文社区论坛GitHub官网网站地图GitHub官方翻译

  • X iconGitHub on X
  • Facebook iconGitHub on Facebook
  • Linkedin iconGitHub on LinkedIn
  • YouTube iconGitHub on YouTube
  • Twitch iconGitHub on Twitch
  • TikTok iconGitHub on TikTok
  • GitHub markGitHub’s organization on GitHub
集合主题趋势排行榜
#

differential-privacy

Website
Wikipedia
https://static.github-zh.com/github_avatars/interpretml?size=40
interpretml / interpret

#计算机科学#Fit interpretable models. Explain blackbox machine learning.

机器学习interpretabilitygradient-boostingblackboxscikit-learnxaiinterpretmlinterpretable-machine-learninginterpretable-aitransparencyimlinterpretable-mlexplainable-mlexplainabilitybias人工智能explainable-aidifferential-privacy
C++ 6.63 k
4 天前
https://static.github-zh.com/github_avatars/google?size=40
google / differential-privacy

Google's differential privacy libraries.

隐私differential-privacyanonymization
Go 3.19 k
3 个月前
https://static.github-zh.com/github_avatars/secretflow?size=40
secretflow / secretflow

#计算机科学#A unified framework for privacy-preserving data analysis and machine learning

differential-privacyhomomorphic-encryption机器学习privacy-preservingprivate-set-intersectionsecure-multiparty-computationtrusted-execution-environment数据分析federated-learningsplit-learningConfidential Computing
Python 2.49 k
10 天前
https://static.github-zh.com/github_avatars/innovation-cat?size=40
innovation-cat / Awesome-Federated-Machine-Learning

#计算机科学#Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

federated-learning机器学习深度学习privacy-preserving-machine-learning机器视觉distributed-computingedge-computing安全differential-privacy
1.98 k
1 年前
https://static.github-zh.com/github_avatars/TsingZ0?size=40
TsingZ0 / PFLlib

Master Federated Learning in 2 Hours—Run It on Your PC!

federated-learningpersonalizationPyTorchPythondistributed-computingdifferential-privacy隐私imagenetInternet of thingsattackprivacy-protection
Python 1.86 k
1 个月前
https://static.github-zh.com/github_avatars/pytorch?size=40
pytorch / opacus

#计算机科学#Training PyTorch models with differential privacy

differential-privacyprivacy-preserving-machine-learning深度学习机器学习神经网络PyTorch
Jupyter Notebook 1.83 k
1 个月前
https://static.github-zh.com/github_avatars/IBM?size=40
IBM / differential-privacy-library

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

differential-privacydata-privacy机器学习Python
Python 875
3 个月前
https://static.github-zh.com/github_avatars/BUAA-BDA?size=40
BUAA-BDA / OpenHuFu

OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.

data-federationfederated-learningdifferential-privacympcmultiparty-computationsecure-computationspatial-analysisspatial-queriesprivacy-preservingspatial-data-analysisswarm-intelligencedata-privacydata-security
Java 732
9 个月前
https://static.github-zh.com/github_avatars/gretelai?size=40
gretelai / gretel-synthetics

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

differential-privacy人工智能Tensorflow隐私synthetic-data
Python 652
1 个月前
https://static.github-zh.com/github_avatars/mostly-ai?size=40
mostly-ai / mostlyai

#计算机科学#Synthetic Data SDK ✨

generative-aisynthetic-datadifferential-privacyprivacy-enhancing-technologies机器学习synthetic-data-generation
Python 616
2 天前
https://static.github-zh.com/github_avatars/OpenMined?size=40
OpenMined / PyDP

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

C++differential-privacyPythonHacktoberfest
Python 527
1 年前
https://static.github-zh.com/github_avatars/Koukyosyumei?size=40
Koukyosyumei / AIJack

#计算机科学#Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

安全机器学习adversarial-attacksadversarial-examplesadversarial-machine-learningevasion-attack隐私深度学习homomorphic-encryptiondifferential-privacypaillierfederated-learningdbms
C++ 398
2 个月前
https://static.github-zh.com/github_avatars/wenzhu23333?size=40
wenzhu23333 / Differential-Privacy-Based-Federated-Learning

#计算机科学#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. )

federated-learningdifferential-privacy隐私PyTorch深度学习gaussian
Python 395
9 个月前
https://static.github-zh.com/github_avatars/SAP-samples?size=40
SAP-samples / machine-learning-diff-private-federated-learning

#计算机科学#Simulate a federated setting and run differentially private federated learning.

机器学习安全federated-learningdifferential-privacysamplesample-code
Python 382
5 个月前
https://static.github-zh.com/github_avatars/opendp?size=40
opendp / opendp

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

differential-privacy隐私
Rust 374
4 天前
https://static.github-zh.com/github_avatars/JeffffffFu?size=40
JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning

#计算机科学#Paper notes and code for differentially private machine learning

深度学习隐私differential-privacyfederated-learning
Python 357
8 个月前
https://static.github-zh.com/github_avatars/Guyanqi?size=40
Guyanqi / Awesome-Privacy

#Awesome#Repository for collection of research papers on privacy.

隐私differential-privacyAwesome ListsBukkit机器学习learning-theory
341
1 年前
https://static.github-zh.com/github_avatars/apple?size=40
apple / pfl-research

#计算机科学#Simulation framework for accelerating research in Private Federated Learning

differential-privacyfederated-learningfederated-learning-framework机器学习隐私
Jupyter Notebook 332
1 个月前
https://static.github-zh.com/github_avatars/opendp?size=40
opendp / smartnoise-core

Differential privacy validator and runtime

隐私differential-privacy
Rust 291
4 年前
https://static.github-zh.com/github_avatars/opendp?size=40
opendp / smartnoise-sdk

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

隐私differential-privacy
Python 275
1 个月前
loading...