Kate-Lin / flask_MPC
基于安全多方计算的隐私保护系统设计与实现
☆46Updated 3 years ago
Alternatives and similar repositories for flask_MPC:
Users that are interested in flask_MPC 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☆44Updated 4 years ago
- 这是一个基于同态加密算法实现的隐私保护电子投票系统☆57Updated 2 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。☆16Updated 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
- 一种基于全同态加密技术的医疗隐私保密系统,是一个较为成熟的项目,公开源代码实现,小组成员如下:王子旭、许嘉晨、夏萌、王宏任☆60Updated 6 years ago
- 区块链+联邦学习+恶意检测算法☆29Updated 4 years ago
- 联邦学习隐私保护综述☆34Updated 3 years ago
- 一个基于区块链+同态加密+小程序的隐私保护方案☆39Updated last year
- 基于全同态加密的安全人脸识别系统/Secure Face Recognition System based on Fully Homomorphic Encryption☆141Updated last year
- 基于phe库的安全多方计算协议实现☆12Updated 2 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆115Updated 6 months ago
- fabric blockchain with medical data using privacy preserving technology☆11Updated 4 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。☆53Updated 2 years ago
- ☆55Updated 3 years ago
- Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆27Updated 2 months ago
- Source Code of Efficient and Security-Enhanced Certificateless Aggregate Signature-Based Authentication Scheme with Conditional Privacy P…☆11Updated last year
- 多方安全计算技术&联邦学习相关/Multi party security computing technology federated learning☆17Updated last year
- Symmetric Homomorphic Encryption☆9Updated 2 years 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。☆25Updated last year
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆60Updated 3 years ago
- ☆17Updated 2 years ago
- vertical federated learning demo with crypten☆47Updated 3 years ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆37Updated last year
- personal implementation of secure aggregation protocol☆43Updated last year
- 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
- 联邦学习相关资源整理☆42Updated 4 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆19Updated 2 years ago
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆29Updated 3 years ago
- 对称可搜索加密,Cash的实 现方案☆19Updated 6 years ago