Szczecin / Secret-Sharing
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 complete secure privacy transmission without a third party.)
☆17Updated 2 years ago
Alternatives and similar repositories for Secret-Sharing:
Users that are interested in Secret-Sharing are comparing it to the libraries listed below
- 基于同态加密的联邦学习安全聚合系统☆39Updated 3 years ago
- 联邦学习隐私保护综述☆34Updated 3 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆110Updated 4 months ago
- 联邦学习相关资源整理☆42Updated 4 years 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…☆56Updated last year
- 区块链+联邦学习+恶意检测算法☆29Updated 3 years ago
- 多方安全计算技术&联邦学习相关/Multi party security computing technology federated learning☆17Updated last year
- vertical federated learning demo with crypten☆47Updated 3 years ago
- Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆24Updated 3 weeks ago
- 将联邦学习以及知识蒸馏用于搭建网络入侵检测检测模型,在NSL-KDD数据集上进行了验证。☆23Updated last year
- 基于安全多方计算的隐私保护系统设计与实现☆46Updated 3 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆58Updated 3 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆18Updated 2 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆21Updated 3 months ago
- 利用联邦学习进行高校学生成绩预测研究,并使用Streamlit搭建了简易的可视化平台☆22Updated 2 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)☆26Updated 3 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆27Updated 3 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。☆49Updated last year
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆34Updated 2 years ago
- 联邦学习分布式训练MNist数据集☆55Updated 5 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆23Updated 3 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆23Updated 2 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆30Updated 4 years ago
- 自己动手实现的联邦学习相关代码☆9Updated 3 years ago
- 这是一个基于Paillier同态加密系统的隐私保护SVM模型训练算法。☆15Updated 2 years ago
- ☆19Updated last year
- 联邦学习区块链web端demo☆47Updated 2 years ago
- DPSUR☆24Updated 3 weeks ago
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago