drmhrehman / trustfed

Related projects ⓘ

Alternatives and complementary repositories for trustfed

• 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…
  ☆20Updated last year
• upcbdipt / CDW_FedAvg
  The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"
  ☆31Updated 3 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
• StupidBug / blockchain-federated-learning
  Blockchain federated learning simulate by python
  ☆10Updated last year
• wzljerry / FBFL-A-Flexible-Blockchain-based-Federated-Learning-Framework-in-Mobile-Edge-Computing
  We will implement this framework.
  ☆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
• hanglearning / VBFL
  ☆73Updated last year
• cuongtran-syr / BFL
  Blockchain federated learning
  ☆14Updated 2 years ago
• xuchenhao001 / AFL
  Asynchronous Federated Learning
  ☆42Updated last year
• harpreetvirkk / BEAS
  BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning
  ☆28Updated 3 years ago
• shuoyuan / ChainsFL-implementation
  Implementation of the ChainsFL.
  ☆30Updated 3 years ago
• fwilhelmi / blockchain_enabled_federated_learning
  Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning
  ☆33Updated 2 years ago
• ITSEG-MQ / Chain-PPFL
  Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC
  ☆30Updated 4 years ago
• TheWitcher05 / Federated_learning_with_differential_privacy
  Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.
  ☆30Updated 3 years ago
• hanglearning / blockfl_implementation_incomplete
  ☆34Updated 3 years ago
• CSUN1997 / Non-IID-federated-learning
  Reproduce Paper "Federated Learning with Non-IID Data"
  ☆10Updated 3 years ago
• XinyiYS / Robust-and-Fair-Federated-Learning
  Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …
  ☆33Updated 5 months ago
• osmhpi / federated-learning-dag
  Implicit Model Specialization through DAG-based Decentralized Federated Learning
  ☆19Updated 3 years ago
• rbycntj / decentralized_federated_learning
  完全去中心化联邦学习
  ☆17Updated last year
• ElvisShaoYumeng / BLADE-FL
  The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"
  ☆28Updated 3 years ago
• ali-yaz / Privacy_Protected_Federated_Learning_on_Blockchain
  Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.
  ☆35Updated 5 years ago
• shreyasnbhat / federated-learning
  A distributed fedrated learning system on the blockchain.
  ☆60Updated 5 years ago
• sanchi-shirur4 / federated-learning-blockchain
  The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.
  ☆17Updated 3 years ago
• MondayCat / PLGA
  Asynchronous Federated Learning
  ☆17Updated 3 years ago
• twoentartian / DFL
  ☆11Updated last year
• yiliucs / Secure-aggregation-for-federated-learning
  Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization
  ☆9Updated 3 years ago
• xcgoner / async_fl
  Source code for the paper "Asynchronous Federated Optimization"
  ☆23Updated 2 years ago
• gabrielzut / flchain
  Federated learning + blockchain example
  ☆11Updated 2 years ago
• diwangs / asynchronous-federated-learning
  Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
  ☆56Updated last year