GuanyunFeng / federated_recommendationLinks
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
Alternatives and similar repositories for federated_recommendation
Users that are interested in federated_recommendation are comparing it to the libraries listed below
Sorting:
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆119Updated 8 months ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 3 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆22Updated 2 months ago
- ☆20Updated 2 years ago
- Secure and utility-aware data collection with condensed local differential privacy☆17Updated 5 years ago
- 联邦学习隐私保护综述☆34Updated 3 years ago
- 区块链+联邦学习+恶意检测算法☆28Updated 4 years ago
- Paper notes and code for differentially private machine learning☆356Updated 6 months ago
- 建立基于差分隐私的贝叶斯网络,使得结构化数据同时兼备隐私性与效用性☆28Updated 4 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆33Updated 4 years ago
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆24Updated 2 years ago
- An implementation of Deep Learning with Differential Privacy☆25Updated 2 years ago
- DPSUR☆26Updated 4 months ago
- ☆63Updated 5 years ago
- The project aims to evaluate the vulnerability of Federated Learning systems to targeted data poisoning attack known as Label Flipping At…☆18Updated 3 years ago
- Useful tools for differential privacy☆216Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆20Updated 2 years ago
- Implement FedAvg algorithm based on Tensorflow☆251Updated 4 years ago
- 基于安全多方计算的隐私保护系统设计与实现☆47Updated 3 years ago
- ☆38Updated last year
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆35Updated 4 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆68Updated 4 years ago
- ☆35Updated 2 years ago
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆74Updated 8 months ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆386Updated 7 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
- Implementation of dp-based federated learning framework using PyTorch☆300Updated 2 years ago
- 自己的个人毕设,联邦学习相关,主要是多方安全计算中秘密分享的一种算法实现,以完成不需要第三方的安全隐私传输。(An algorithm implementation of secret sharing in multi-party secure computing to c…☆17Updated 3 years ago
- The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation☆163Updated 2 years ago