Alternatives and similar repositories for BEFL:

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

• rbycntj / decentralized_federated_learning
  完全去中心化联邦学习
  ☆27Updated last year
• xiyuanyang45 / DynamicPFL
  nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy
  ☆68Updated 7 months ago
• aayushdewangan11 / Blockchain_Enabled_Federated_learning
  A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…
  ☆21Updated last year
• ITSEG-MQ / Chain-PPFL
  Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC
  ☆30Updated 4 years ago
• xuchenhao001 / AFL
  Asynchronous Federated Learning
  ☆44Updated last year
• gabrielzut / flchain
  Federated learning + blockchain example
  ☆11Updated 2 years ago
• congxie1108 / async_fl
  Source code for the paper "Asynchronous Federated Optimization"
  ☆25Updated 2 years ago
• v4va / FedShare
  FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning
  ☆19Updated 2 years ago
• wizard1203 / GossipFL
  ☆18Updated last year
• hanglearning / VBFL
  ☆77Updated last year
• iammcy / BFLC-demo
  This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…
  ☆110Updated 2 years ago
• shuoyuan / ChainsFL-implementation
  Implementation of the ChainsFL.
  ☆36Updated 3 years ago
• hankcocco / fed-blockchain
  区块链+联邦学习+恶意检测算法
  ☆29Updated 4 years ago
• AdamWei-boop / Federated-Learning-with-Local-Differential-Privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆46Updated 2 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
• makgyver / gossipy
  Python module for simulating gossip learning.
  ☆40Updated last year
• HAIRLAB / DeceFL
  DeceFL: A Principled Decentralized Federated Learning Framework
  ☆28Updated 2 years ago
• StupidBug / blockchain-federated-learning
  Blockchain federated learning simulate by python
  ☆10Updated last year
• MMorafah / FLIS
  FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution
  ☆40Updated 2 years ago
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆63Updated 5 months ago
• akshaysharma21 / Blockchained_FL
  A blockchain based federated learning application using Hyperledger Fabric and Tensorflow/tfjs.
  ☆9Updated 2 years ago
• fwilhelmi / blockchain_enabled_federated_learning
  Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning
  ☆37Updated 2 years ago
• yiliucs / Secure-aggregation-for-federated-learning
  Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization
  ☆10Updated 3 years ago
• JiyaSu / ourFLTrust
  reproduce the FLTrust model based on the paper "FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping"
  ☆29Updated 2 years ago
• sylvia969301 / Blockchain-based-Federated-Learning
  This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.
  ☆30Updated 2 years ago
• guskarls / dfl-pens
  Decentralized federated learning of deep neural networks on non-iid data
  ☆46Updated 2 years ago
• repeatedd / federated-learning-blockchain
  Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…
  ☆31Updated 3 years ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆115Updated 6 months ago
• taoqi98 / PrivateKT
  Codes of PrivateKT
  ☆12Updated last year
• hanglearning / blockfl_implementation_incomplete
  ☆37Updated 4 years ago