2022xi / PPSVMTLinks
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 3 years ago
Alternatives and similar repositories for PPSVMT
Users that are interested in PPSVMT are comparing it to the libraries listed below
Sorting:
- 基于同态加密的联邦学习安全聚合系统☆46Updated 4 years ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆37Updated 2 months ago
- 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☆145Updated 2 years ago
- Symmetric Homomorphic Encryption☆10Updated 3 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 6 months ago
- Repository for collection of research papers on multi-party learning.☆33Updated 2 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☆58Updated 3 years ago
- 基于安全多方计算的隐私保护系统设计与实现☆49Updated 3 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆71Updated 4 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Updated 4 years ago
- Paper Notes in MPC with Applications to PPML☆70Updated last year
- 区块链+联邦学习+恶意检测算法☆29Updated 4 years ago
- Python implementation of some existing functional encryption schemes for the inner product functionality☆16Updated 3 years ago
- personal implementation of secure aggregation protocol☆45Updated last year
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆129Updated last year
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Updated 3 years ago
- fabric blockchain with medical data using privacy preserving technology☆11Updated 4 years ago
- 对称可搜索加密，Cash的实现方案☆19Updated 7 years ago
- Multi‐key homomorphic encryption based on MKCKKS☆20Updated 3 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆89Updated 6 years ago
- A secure aggregation system for private federated learning☆42Updated last year
- ☆56Updated 3 years ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆43Updated 2 years ago
- Single & Multi Key Homomorphic Encryption Library☆19Updated 3 years ago
- ☆88Updated 5 years ago
- Secure Aggregation for FL☆35Updated last year
- 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☆61Updated 7 years ago
- 基于phe库的安全多方计算协议实现☆11Updated 3 years ago
- SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture☆117Updated 2 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆23Updated 6 years ago