encryptogroup / PDTELinks
Private Decision Tree Evaluation protocols
☆11Updated 5 years ago
Alternatives and similar repositories for PDTE
Users that are interested in PDTE are comparing it to the libraries listed below
Sorting:
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆33Updated 2 years ago
- ☆37Updated 8 months ago
- Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.☆13Updated 7 months ago
- ☆30Updated 2 years ago
- A two-party generator for Vector-OLE correlations.☆29Updated 4 years ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Updated 11 months ago
- Efficient Batched Oblivious PRF with Applications to Private Set Intersection (CCS 2016)☆83Updated 2 years ago
- Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF☆86Updated 2 years ago
- Implementation of protocols in Falcon☆94Updated last year
- Implementation of Distributed function secret sharing and applications☆14Updated 2 months ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 2 years ago
- Practical Multi-party Private Set Intersection from Symmetric-Key Techniques[ACM CCS 2017]☆98Updated last year
- Paper Notes in MPC with Applications to PPML☆70Updated last year
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆10Updated 2 years ago
- This repo provides C++ implementation of FHE-based unbalanced private set union (PSU).☆13Updated last year
- ☆67Updated 6 years ago
- ☆120Updated last year
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last year
- Materials about Privacy-Preserving Machine Learning☆253Updated 5 months ago
- A Three Party MPC framework for Machine learning and Databases☆211Updated 4 months ago
- MPC team of Security Group in HITSZ☆20Updated 3 months ago
- ☆13Updated 11 months ago
- Implementation of protocols in SecureNN.☆130Updated 2 years ago
- An implementation of (Unbalanced, Labeled) Private Set Intersection based on homomorphic encryption using Microsoft SEAL.☆29Updated 6 years ago
- An efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties☆87Updated 2 years ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆32Updated 2 weeks ago
- Oblivious Transfer, Oblivious Transfer Extension and Variations☆173Updated 11 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago