Federated learning + blockchain example
☆12Sep 13, 2022Updated 3 years ago
Alternatives and similar repositories for flchain
Users that are interested in flchain are comparing it to the libraries listed below
Sorting:
- The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.☆17Sep 10, 2021Updated 4 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Sep 11, 2023Updated 2 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆12Nov 2, 2022Updated 3 years ago
- Blockchain federated learning☆14Sep 26, 2022Updated 3 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆17Nov 24, 2022Updated 3 years ago
- Asynchronous Federated Learning☆49Apr 22, 2023Updated 2 years ago
- 完全去中心化联邦学习☆31Aug 15, 2023Updated 2 years ago
- 将联邦学习以及知识蒸馏用于搭建网络入侵检测检测模型，在NSL-KDD数据集上进行了验证。☆31Jun 29, 2023Updated 2 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆118Apr 22, 2022Updated 3 years ago
- 区块链+联邦学习+恶意检测算法☆30Mar 5, 2021Updated 5 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆75Jul 10, 2023Updated 2 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Aug 21, 2021Updated 4 years ago
- We will implement this framework.☆32Jun 7, 2022Updated 3 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Jun 5, 2021Updated 4 years ago
- ☆76Oct 30, 2023Updated 2 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 5 years ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆49Aug 18, 2023Updated 2 years ago
- 机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带 大家消化基本知识点，突破面试，完成从新手到合格…☆10Feb 25, 2020Updated 6 years ago
- ☆36Mar 20, 2021Updated 4 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆40Nov 13, 2022Updated 3 years ago
- Communication-Efficient Feature-based Federated Transfer Learning☆14Jun 20, 2024Updated last year
- AutoFR generates filter rules for the web to block ads while considering visual breakage automatically.☆11Mar 12, 2024Updated last year
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- The source code of the paper "Compressed Federated Learning Based on Adaptive Local Differential Privacy".☆10Oct 23, 2023Updated 2 years ago
- Github Repo for ICML 2022 paper: Communication-Efficient Adaptive Federated Learning☆10Nov 18, 2022Updated 3 years ago
- Reproduce Paper "Federated Learning with Non-IID Data"☆10May 3, 2021Updated 4 years ago
- Blockchain-based federated learning modular framework.☆45Nov 9, 2022Updated 3 years ago
- Xilinx Blockchain Machine for Hyperledger Fabric.☆14Oct 30, 2023Updated 2 years ago
- Edge Computing AI and Smart Contract☆10May 30, 2023Updated 2 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆54Feb 2, 2026Updated last month
- rendezvous-in-time☆12Sep 17, 2025Updated 5 months ago
- A decentralised federated learning simulator☆14Oct 20, 2024Updated last year
- 区块链融合联邦学习的可信智能车联网系统☆10Oct 6, 2023Updated 2 years ago
- ☆10Apr 29, 2020Updated 5 years ago
- ☆11Jul 11, 2024Updated last year
- An implementation of FedHealth☆11May 26, 2021Updated 4 years ago
- 社工库demo☆12May 24, 2021Updated 4 years ago
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆51Apr 16, 2023Updated 2 years ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year