chenyiadam / FedAVGLinks
☆20Updated 2 years ago
Alternatives and similar repositories for FedAVG
Users that are interested in FedAVG are comparing it to the libraries listed below
Sorting:
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆407Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆311Updated 2 years ago
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆84Updated last year
- PyTorch Federated Learning (easy to use and extend)☆280Updated last year
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆129Updated last year
- Implement FedAvg algorithm based on Tensorflow☆260Updated 4 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆645Updated last week
- Paper notes and code for differentially private machine learning☆359Updated last month
- 使用pytorch,mnist、cifar数据集实现基础的联邦学习(平局聚合、不含加密过程)☆32Updated 4 years ago
- 区块链+联邦学习+恶意检测算法☆29Updated 4 years ago
- 完全去中心 化联邦学习☆29Updated 2 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆609Updated last year
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Updated last year
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆17Updated 5 months ago
- ☆874Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆20Updated 2 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆132Updated 2 years ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆39Updated 3 years ago
- The project aims to evaluate the vulnerability of Federated Learning systems to targeted data poisoning attack known as Label Flipping At…☆19Updated 3 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆177Updated 4 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆33Updated 4 years ago
- On the Convergence of FedAvg on Non-IID Data☆269Updated 2 years ago
- Accenture Labs Federated Learning☆105Updated last year
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆87Updated last year
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆46Updated 2 years ago
- ☆76Updated last year
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆39Updated 2 years ago
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆36Updated last year
- 联邦学习模块化框架,支持各类FL。A universal federated learning framework, free to switch thread and process modes☆174Updated 4 months ago