wanghaojun / FL-privacy-protection-surveyLinks
联邦学习隐私保护综述
☆35Updated 3 years ago
Alternatives and similar repositories for FL-privacy-protection-survey
Users that are interested in FL-privacy-protection-survey 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…☆126Updated 10 months ago
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习(clustered federated learning, CFL)的新方法,该方法的特点是基于社区检测(community detection)来进…☆66Updated 2 years ago
- ☆195Updated last year
- 联邦学习相关资源整理☆43Updated 4 years ago
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆66Updated last year
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆95Updated 3 years ago
- 基于同态加密的联邦学习安全聚合系统☆45Updated 4 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…☆18Updated 3 years 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☆173Updated 2 months ago
- A foundational platform that primarily shares federated learning, differential privacy content☆23Updated 5 months ago
- 联邦学习分布式训练MNist数据集☆59Updated 6 years ago
- Paper notes and code for differentially private machine learning☆355Updated 9 months ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆64Updated 5 years ago
- Implement FedAvg algorithm based on Tensorflow☆255Updated 4 years ago
- Tutorials and paper lists for federated learning☆67Updated 3 years ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆23Updated last year
- Overview of Federal Learning☆293Updated 2 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆143Updated 6 months ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- ☆110Updated 4 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆45Updated 2 years ago
- nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy☆81Updated 11 months ago
- ☆34Updated 4 years ago
- PyTorch Federated Learning (easy to use and extend)☆272Updated last year
- The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.☆62Updated 2 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆253Updated 2 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆29Updated 2 years ago
- 关于簇联邦学习的一个小小的改进。自动确定簇个数,提高簇模型精度,缓解用户孤立的问题☆36Updated 3 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆130Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆46Updated last year