Alternatives and similar repositories for Awesome-Differential-Privacy-and-Meachine-Learning:

Users that are interested in Awesome-Differential-Privacy-and-Meachine-Learning are comparing it to the libraries listed below

• wenzhu23333 / Differential-Privacy-Based-Federated-Learning
  Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…
  ☆359Updated 2 months ago
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆291Updated last year
• guoJohnny / algorithmic-foundation-of-dp-zh-cn
  The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation
  ☆162Updated 2 years ago
• JeffffffFu / DPSUR
  DPSUR
  ☆22Updated last week
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆237Updated 4 years ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆108Updated 3 months ago
• wenzhu23333 / Federated-Learning
  An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
  ☆122Updated last year
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆235Updated last year
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆287Updated last year
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆576Updated 10 months ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆157Updated 11 months ago
• GuanyunFeng / federated_recommendation
  使用tensorflow2.1实现联合学习推荐模型，并加入差分隐私噪声进行隐私保护。
  ☆49Updated last year
• chenyiadam / FedAVG
  ☆18Updated last year
• FederatedAI / research
  ☆168Updated 2 months ago
• forestneo / sunPytools
  Useful tools for differential privacy
  ☆214Updated 2 years ago
• xiyuanyang45 / DynamicPFL
  nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy
  ☆59Updated 4 months ago
• vvv214 / LDP_Protocols
  Sample LDP implementation in Python
  ☆120Updated last year
• Billy1900 / Awesome-Differential-Privacy
  Differential private machine learning
  ☆184Updated 2 years ago
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆53Updated 2 months ago
• one1Mouth / Awesome-Differential-Privacy-and-Federated-Learning
  Bilibili丸一口的笔录
  ☆14Updated last month
• lxcnju / FedRepo
  ☆174Updated last year
• uvm-plaid / programming-dp
  ☆305Updated 6 months ago
• GillHuang-Xtler / flPapers
  Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…
  ☆96Updated 2 years ago
• vrt1shjwlkr / NDSS21-Model-Poisoning
  Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"
  ☆139Updated 2 years ago
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆141Updated 3 weeks ago
• NUAA-SmartSensing / FedModule
  联邦学习模块化框架，支持各类FL。A universal federated learning framework, free to switch thread and process modes
  ☆157Updated this week
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆530Updated this week
• git-disl / DataPoisoning_FL
  Code for Data Poisoning Attacks Against Federated Learning Systems
  ☆175Updated 3 years ago
• NigeloYang / Fed-DP
  We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)
  ☆15Updated this week
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆297Updated last year