ramsRahim / Federated-LearningLinks
☆23Updated 3 years ago
Alternatives and similar repositories for Federated-Learning
Users that are interested in Federated-Learning are comparing it to the libraries listed below
Sorting:
- Contains codes for my published tutorials☆31Updated 2 years ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆39Updated 5 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆146Updated last month
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆72Updated 2 years ago
- Experiments on MNIST dataset and federated training using Flower framework☆39Updated last year
- Papers related to Federated Learning in all top venues☆45Updated this week
- Implementation of a Federated Learning based CNN model☆17Updated 5 years ago
- Implementation of dp-based federated learning framework using PyTorch☆307Updated 2 years ago
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆34Updated 11 months ago
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Updated 10 months ago
- Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination☆24Updated 2 years ago
- Principles of ML Systems Project☆26Updated 4 years ago
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆117Updated 3 weeks ago
- Federated Learning Course Materials☆64Updated 4 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆17Updated 7 months ago
- A curated repository for various papers in the domain of split learning.☆54Updated last year
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago
- Investigating Split Learning and Federate Learning☆85Updated 5 years ago
- Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)☆12Updated 3 months ago
- federated-learning☆82Updated 2 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆113Updated 4 years ago
- ☆54Updated 3 years ago
- Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enfo…☆41Updated last year
- [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler☆16Updated last year
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆77Updated 3 years ago
- This repository contains all the implementation of different papers on Federated Learning☆42Updated 5 years ago
- Simplified implementation of federated learning in PyTorch☆32Updated 4 years ago
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆22Updated 5 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆117Updated last year