01bag / sociLinks
SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture
☆103Updated 2 years ago
Alternatives and similar repositories for soci
Users that are interested in soci are comparing it to the libraries listed below
Sorting:
- SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture☆99Updated 2 years ago
- SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture☆117Updated 2 years ago
- Code repository for the paper at USENIX Security'24☆32Updated last year
- Repository for collection of research papers on multi-party learning.☆33Updated 2 years ago
- Paper Notes in MPC with Applications to PPML☆71Updated last year
- FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …☆52Updated last week
- A framework for secure, handy, accurate, and fast transformer inference☆18Updated last month
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆85Updated last week
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆88Updated 6 years ago
- personal implementation of secure aggregation protocol☆45Updated last year
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆17Updated last year
- Materials about Privacy-Preserving Machine Learning☆256Updated last month
- ☆37Updated 11 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
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆37Updated last month
- A Backward-Secure Searchable Encryption Scheme from Symmetric Puncturable Encryption☆44Updated 7 years ago
- Code to run the evaluation of our "Obfuscated Access and Search Patterns in Searchable Encryption", NDSS'21☆13Updated 4 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- MPC team of Security Group in HITSZ☆19Updated 2 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Updated 4 years ago
- A secure aggregation system for private federated learning☆42Updated last year
- MCSI