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…☆396Updated 9 months ago
- Implement FedAvg algorithm based on Tensorflow☆253Updated 4 years ago
- PyTorch Federated Learning (easy to use and extend)☆266Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆621Updated last month
- Implementation of dp-based federated learning framework using PyTorch☆303Updated 2 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆124Updated 10 months 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）☆30Updated 3 years ago
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆17Updated 2 months ago
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆80Updated 10 months ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆605Updated last year
- Paper notes and code for differentially private machine learning☆357Updated 8 months ago
- 区块链+联邦学习+恶意检测算法☆28Updated 4 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆38Updated 3 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆190Updated 3 years ago
- 完全去中心化联邦学习☆29Updated last year
- ☆865Updated last year
- 自己动手实现的联邦学习相关代码☆9Updated 3 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆129Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆266Updated 2 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆174Updated 4 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆116Updated 3 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆20Updated 2 years ago
- 使用tensorflow2.1实现联合学习推荐模型，并加入差分隐私噪声进行隐私保护。☆54Updated 2 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
- Official Implementation of "Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning"☆10Updated 5 months ago
- ☆70Updated 9 months ago
- Federated learning used to detect credit card fraud☆13Updated 5 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Updated last year
- Implementation of the ChainsFL.☆36Updated 4 years ago