MALLI7622 / Federated-Blockchain-Anamoly-Detection
Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning
☆34Updated 4 years ago
Related projects: ⓘ
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆31Updated 3 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆34Updated 5 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆59Updated last year
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆28Updated 3 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆11Updated 2 years ago
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆49Updated last year
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Updated 2 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 3 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆34Updated 2 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆30Updated 2 years ago
- Blockchain-based federated learning modular framework.☆39Updated last year
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆18Updated last year
- ☆21Updated this week
- A distributed fedrated learning system on the blockchain.☆59Updated 5 years ago
- ☆34Updated 3 years ago
- The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.☆16Updated 3 years ago
- Blockchain Enabled Asynchronous and Secure Federated Machine Learning☆11Updated 3 years ago
- ☆52Updated 2 years ago
- ☆72Updated 10 months ago
- Federated learning used to detect credit card fraud☆13Updated 4 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆9Updated last year
- Blockchain federated learning☆14Updated last year
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆174Updated 3 years ago
- A Peer-to-Peer Payment System for Federated Learning☆74Updated 3 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Updated 3 years ago
- We will implement this framework.☆28Updated 2 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago
- Federated Learning Blockchain Web Demo☆49Updated last year
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆33Updated 3 months ago
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆15Updated last year