wdxtub / federated-learning-note
联邦学习相关学习笔记
☆12Updated 3 years ago
Related projects: ⓘ
- Private set intersection implemented in Python☆96Updated 2 years ago
- ☆20Updated 5 years ago
- 基于同态加密的联邦学习安全聚合系统☆34Updated 3 years ago
- fabric blockchain with medical data using privacy preserving technology☆12Updated 3 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆111Updated last year
- Repository for collection of research papers on multi-party learning.☆30Updated last year
- 基于phe库的安全多方计算协议实现☆12Updated 2 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆26Updated 3 years ago
- 多方安全计算技术&联邦学习相关/Multi party security computing technology federated learning☆16Updated 7 months ago
- Paper Notes in MPC with Applications to PPML☆65Updated 5 months ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Updated 5 years ago
- ☆107Updated 6 months ago
- Traceable and Revocable Attribute-based Encryption in Java☆46Updated 5 years ago
- ☆14Updated last year
- 基于安全多方计算的隐私保护系统设计与实现☆40Updated 2 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆15Updated last year
- FedAI 社区中文文档☆128Updated 4 months ago
- 联邦学习区块链web端demo☆43Updated last year
- 区块链+联邦学习+恶意检测算法☆28Updated 3 years ago
- ☆50Updated 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…☆15Updated 2 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆66Updated 3 years ago
- ☆23Updated 2 years ago
- Decentralized CP-ABE☆106Updated 6 months ago
- Multi‐key homomorphic encryption based on MKCKKS☆16Updated 2 years ago
- 本项目演示联邦学习方法☆11Updated 5 years ago
- personal implementation of secure aggregation protocol☆41Updated 7 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆36Updated 4 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆98Updated 2 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆55Updated 2 years ago