DistributedML / BiscottiLinks
A ledger for private and secure peer to peer machine learning
☆108Updated 2 years ago
Alternatives and similar repositories for Biscotti
Users that are interested in Biscotti are comparing it to the libraries listed below
Sorting:
- ☆77Updated last year
- A distributed fedrated learning system on the blockchain.☆64Updated 6 years ago
- A Peer-to-Peer Payment System for Federated Learning☆76Updated 4 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Updated 4 years ago
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆188Updated 3 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- A scalable sharding solution for Blockchain based Federated Learning. SCaFL or ScaleSFL?☆68Updated 3 years ago
- Python module for simulating gossip learning.☆40Updated last year
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- ☆37Updated 4 years ago
- A sybil-resilient distributed learning protocol.☆105Updated last year
- ☆88Updated 5 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 3 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆88Updated 5 years ago
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆24Updated 6 years ago
- Implementation of dp-based federated learning framework using PyTorch☆301Updated 2 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆115Updated 3 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆53Updated last year
- Galaxy Federated Learning Framework （星际联邦学习框架）☆254Updated 2 years ago
- VeryFL is an experimental federated leraning framework embedded with blockchain☆108Updated 5 months ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆68Updated 4 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 3 years ago
- Blockchain-based federated learning modular framework.☆42Updated 2 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39Updated 2 months ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 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
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆39Updated last year
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆19Updated 3 years ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆299Updated 11 months ago