f7ed / hmmpc-publicLinks
Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority Setting"
☆24Updated 6 months ago
Alternatives and similar repositories for hmmpc-public
Users that are interested in hmmpc-public are comparing it to the libraries listed below
Sorting:
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 2 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆33Updated 2 years ago
- FLUTE: Fast and Secure Lookup Table Evaluations☆26Updated last year
- ☆36Updated last year
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- ☆37Updated 9 months ago
- Implementation for the protocols described in https://eprint.iacr.org/2023/1700☆14Updated 7 months ago
- Multi-party Private Set Union☆18Updated 6 months ago
- High Performance Implementation of Secure Multiparty Computation protocols☆21Updated 2 weeks ago
- Implementation of protocols in Falcon☆95Updated last year
- Implementation of Distributed function secret sharing and applications☆14Updated 3 months ago
- A two-party generator for Vector-OLE correlations.☆29Updated 4 years ago
- Fast, High-Rate Single-Server PIR via FHE Composition☆35Updated 3 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Homomorphic comparison in leveled homomorphic encryption and its applications☆39Updated 4 years ago
- Function-Dependent Preprocessing in MOTION☆14Updated last year
- ☆106Updated 3 years ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Updated last year
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties☆88Updated 2 years ago
- Semi-honest Two Party Computation Based on Garbled Circuits.☆78Updated 3 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Updated 2 years ago
- ☆16Updated 2 years ago
- ☆20Updated last year
- Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehens…☆214Updated 7 months ago
- ☆67Updated 6 years ago
- Implementation of SortingHat: Efficient Private Decision Tree Evaluation via Homomorphic Encryption and Transciphering.☆19Updated 3 years ago
- Efficient Private Set Intersection base on VOLE☆134Updated 5 months ago
- GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.☆40Updated last year
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆33Updated last week
- A Three Party MPC framework for Machine learning and Databases☆211Updated 5 months ago