chenyiadam / FedAVG
☆18Updated last year
Related projects ⓘ
Alternatives and complementary repositories for FedAVG
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆106Updated last month
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆348Updated 3 weeks ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆104Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆287Updated last year
- Implement FedAvg algorithm based on Tensorflow☆235Updated 3 years ago
- 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）☆25Updated 3 years ago
- 区块链+联邦学习+恶意检测算法☆29Updated 3 years ago
- 机器学习和差分隐私的论文笔记和代码仓☆318Updated this week
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆116Updated last year
- ☆76Updated last year
- A foundational platform that primarily shares federated learning, differential privacy content☆20Updated 2 weeks ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆181Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆43Updated last year
- PyTorch Federated Learning (easy to use and extend)☆227Updated 10 months ago
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆53Updated 2 months ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆157Updated 9 months ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆16Updated last year
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆57Updated 2 years ago
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆62Updated last year
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆33Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆30Updated 3 years ago
- 完全去中心化联邦学习☆21Updated last year
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago
- ☆35Updated 3 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆160Updated 3 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆15Updated 3 months ago
- personal implementation of secure aggregation protocol☆42Updated 9 months ago
- 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☆151Updated this week
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆22Updated 2 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆20Updated last year