f7ed / hmmpc-public
Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority Setting"
☆17Updated 2 weeks ago
Alternatives and similar repositories for hmmpc-public:
Users that are interested in hmmpc-public are comparing it to the libraries listed below
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference"☆20Updated last year
- ☆12Updated last year
- FLUTE: Fast and Secure Lookup Table Evaluations☆23Updated 10 months ago
- Fast, High-Rate Single-Server PIR via FHE Composition☆30Updated 2 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆10Updated 2 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆31Updated 2 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- A two-party generator for Vector-OLE correlations.☆28Updated 4 years ago
- Multi-party Private Set Union☆16Updated last month
- ☆14Updated last year
- This repo provides C++ implementation of FHE-based unbalanced private set union (PSU).☆12Updated 8 months ago
- Crypto and networking utils used for ABY and OTExtension☆19Updated 3 years ago
- Implementation of SortingHat: Efficient Private Decision Tree Evaluation via Homomorphic Encryption and Transciphering.☆17Updated 2 years ago
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties☆86Updated last year
- High Performance Implementation of Secure Multiparty Computation protocols☆13Updated last week
- ☆29Updated last month
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Function-Dependent Preprocessing in MOTION☆13Updated last year
- Benchmarks for various multi-party computation frameworks☆19Updated 4 months ago
- Private Inference on Transformer☆23Updated last year
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆26Updated last month
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆13Updated 2 months ago
- ☆67Updated 6 years ago
- ☆36Updated 3 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last year
- Fast Privacy-Preserving Machine Learning on the GPU☆80Updated 3 years ago
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆33Updated 3 years ago
- ☆33Updated last year