WenyanLiu / apprenticeshipLinks
A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.
☆33Updated 3 years ago
Alternatives and similar repositories for apprenticeship
Users that are interested in apprenticeship are comparing it to the libraries listed below
Sorting:
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- A ledger for private and secure peer to peer machine learning☆111Updated 2 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Updated 4 years ago
- ☆77Updated 2 years ago
- A Peer-to-Peer Payment System for Federated Learning☆76Updated 4 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆193Updated 4 years ago
- A distributed fedrated learning system on the blockchain.☆66Updated 6 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 4 years ago
- ☆37Updated 4 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Updated 6 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆53Updated 2 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39Updated 7 months ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Updated 4 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Updated 4 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆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.☆17Updated 4 years ago
- VeryFL is an experimental federated leraning framework embedded with blockchain☆118Updated 11 months ago
- A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?☆70Updated 3 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆37Updated 5 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆118Updated 3 years ago
- ☆19Updated 4 years ago
- personal implementation of secure aggregation protocol☆47Updated last year
- ☆47Updated last year
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Updated 9 months ago
- Federated learning used to detect credit card fraud☆13Updated 5 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆74Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆35Updated 4 years ago
- federated-learning☆86Updated 2 years ago