necrashter / BBB-FLIDSLinks
Basic Blockchain-Based Federated Learning Intrusion Detection System
☆12Updated 3 years ago
Alternatives and similar repositories for BBB-FLIDS
Users that are interested in BBB-FLIDS are comparing it to the libraries listed below
Sorting:
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Updated 4 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 4 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆12Updated 3 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Updated 2 years ago
- ☆17Updated 11 months ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Updated 4 years ago
- Blockchain federated learning☆14Updated 3 years ago
- Asynchronous Federated Learning☆49Updated 2 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆32Updated 4 years ago
- We will implement this framework.☆32Updated 3 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆40Updated 2 years ago
- 完全去中心化联邦学习☆31Updated 2 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39Updated 8 months ago
- The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.☆17Updated 4 years ago
- Federated Learning in Network Intrusion Detection☆14Updated 2 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆23Updated 4 years ago
- A distributed fedrated learning system on the blockchain.☆66Updated 7 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆75Updated 2 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆20Updated 4 years ago
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆12Updated 4 years ago
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Updated 3 years ago
- Asynchronous Federated Learning☆20Updated 4 years ago
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆51Updated 2 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- Active Client Selection for Federated Learning☆49Updated 2 years ago
- Blockchain-based federated learning modular framework.☆45Updated 3 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆33Updated 3 years ago
- ☆37Updated 4 years ago
- ☆77Updated 2 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆193Updated 4 years ago