Alternatives and similar repositories for FedAVG

Users that are interested in FedAVG are comparing it to the libraries listed below

• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆120Updated 8 months ago
• xiyuanyang45 / DynamicPFL
  nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy
  ☆77Updated 9 months ago
• rbycntj / decentralized_federated_learning
  完全去中心化联邦学习
  ☆28Updated last year
• Yangfan-Jiang / Federated-Learning-with-Differential-Privacy
  Implementation of dp-based federated learning framework using PyTorch
  ☆300Updated 2 years ago
• fengcherenxi / Federated-pytorch
  使用pytorch，mnist、cifar数据集实现基础的联邦学习（平局聚合、不含加密过程）
  ☆30Updated 3 years ago
• TheWitcher05 / Federated_learning_with_differential_privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆33Updated 4 years ago
• 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…
  ☆390Updated 8 months ago
• wenzhu23333 / Federated-Learning
  An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
  ☆128Updated 2 years ago
• AdamWei-boop / Federated-Learning-with-Local-Differential-Privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆45Updated 2 years ago
• hankcocco / fed-blockchain
  区块链+联邦学习+恶意检测算法
  ☆28Updated 4 years ago
• ITSEG-MQ / Chain-PPFL
  Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC
  ☆35Updated 4 years ago
• iammcy / BFLC-demo
  This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…
  ☆114Updated 3 years ago
• katsura-jp / fedavg.pytorch
  A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
  ☆84Updated 11 months ago
• v4va / FedShare
  FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning
  ☆20Updated 2 years ago
• maxencenoble / Differential-Privacy-for-Heterogeneous-Federated-Learning
  Differentially Private Federated Learning on Heterogeneous Data
  ☆65Updated 3 years ago
• zhongjian-zhang / FederalLearning
  通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …
  ☆38Updated 2 years ago
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆66Updated 8 months ago
• xtLyu / PFedBA
  Official Implementation of "Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning"
  ☆9Updated 4 months ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆262Updated last year
• JeffffffFu / DPSUR
  DPSUR
  ☆26Updated 5 months ago
• git-disl / DataPoisoning_FL
  Code for Data Poisoning Attacks Against Federated Learning Systems
  ☆194Updated 4 years ago
• Antonious-Grigis / Shuffled-Model-of-Differential-Privacy-in-Federated-Learning
  Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.
  ☆18Updated 2 years ago
• MMorafah / FLIS
  FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution
  ☆40Updated 2 years ago
• Accenture / Labs-Federated-Learning
  Accenture Labs Federated Learning
  ☆103Updated last year
• diwangs / asynchronous-federated-learning
  Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
  ☆62Updated last year
• zj-jayzhang / FedAvg
  This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.
  ☆29Updated 4 years ago
• hanglearning / VBFL
  ☆77Updated last year
• WHDY / FedAvg
  Implement FedAvg algorithm based on Tensorflow
  ☆251Updated 4 years ago
• sreyafrancis / BlockchainForFederatedLearning
  Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.
  ☆188Updated 3 years ago
• ltzheng / data-privacy
  Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …
  ☆61Updated 3 years ago