Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.
☆35Apr 25, 2019Updated 7 years ago
Alternatives and similar repositories for Privacy_Protected_Federated_Learning_on_Blockchain
Users that are interested in Privacy_Protected_Federated_Learning_on_Blockchain are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆192Aug 24, 2021Updated 4 years ago
- A distributed fedrated learning system on the blockchain.☆65Jan 20, 2019Updated 7 years ago
- A Peer-to-Peer Payment System for Federated Learning☆78Jan 8, 2021Updated 5 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
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆34May 27, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39May 13, 2025Updated last year
- A Decentralized Blockchain-Based Federated Learning Framework☆76Jul 10, 2023Updated 2 years ago
- This project used Flower, Go Ethereum, IPFS, Web3, digital signature and socket to implement blockchain-based federated learning.☆30Jun 16, 2022Updated 3 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Jun 9, 2021Updated 4 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆117Apr 22, 2022Updated 4 years ago
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆51Apr 16, 2023Updated 3 years ago
- A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.☆32May 19, 2022Updated 4 years ago
- 联邦学习区块链web端demo☆49Jan 5, 2023Updated 3 years ago
- Federated Learning Blockchain Web Demo☆51Jan 5, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Galaxy Federated Learning Framework （星际联邦学习框架）☆253Jan 14, 2023Updated 3 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Jan 15, 2021Updated 5 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 5 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆30Aug 21, 2021Updated 4 years ago
- ☆12Dec 8, 2022Updated 3 years ago
- ☆75Oct 30, 2023Updated 2 years ago
- ☆13Feb 16, 2023Updated 3 years ago
- A ledger for private and secure peer to peer machine learning☆109Jul 6, 2023Updated 2 years ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆56May 28, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 区块链+联邦学习+恶意检测算法☆30Mar 5, 2021Updated 5 years ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆150Aug 6, 2022Updated 3 years ago
- Ensemble learning with graph neural networks for disease module discovery and classification☆11Nov 5, 2023Updated 2 years ago
- Code for paper ``Communication-Efficient Federated Learning with Binary Neural Networks'', submitted to JSAC 2021☆10Sep 12, 2021Updated 4 years ago
- 联邦学习分布式训练MNist数据集☆62Jun 11, 2019Updated 6 years ago
- Repository for Federated Learning with Differential Privacy☆11May 28, 2022Updated 3 years ago
- ☆11May 7, 2015Updated 11 years ago
- Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets☆40Feb 25, 2023Updated 3 years ago
- Federated Learning with Differential Privacy and Homomorphic Encryption.☆37Jul 9, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Apr 6, 2021Updated 5 years ago
- ☆110Mar 2, 2021Updated 5 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆32Sep 24, 2021Updated 4 years ago
- fabric blockchain with medical data using privacy preserving technology☆11Dec 10, 2020Updated 5 years ago
- A simple consensus of PBFT☆13Dec 3, 2019Updated 6 years ago
- tf implementation of federated learning☆42May 15, 2019Updated 7 years ago
- Implementation of the ChainsFL.☆36Jun 7, 2021Updated 4 years ago