brianhie / secure-dti
Realizing private and practical pharmacological collaboration
☆15Updated 6 years ago
Alternatives and similar repositories for secure-dti:
Users that are interested in secure-dti are comparing it to the libraries listed below
- ☆32Updated last year
- News in Privacy-Preserving Machine Learning☆12Updated 4 years ago
- ☆10Updated 4 years ago
- A Cryptographic Inference Service for Neural Networks☆126Updated 5 months ago
- ☆36Updated 2 months ago
- Private and Reliable Neural Network Inference (CCS '22)☆18Updated last year
- CaPC is a method that enables collaborating parties to improve their own local heterogeneous machine learning models in a setting where b…☆26Updated 2 years ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated 11 months ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Updated 3 years ago
- Private approximate nearest neighbor search protocol based on locality-sensitive hashing and distributed point functions.☆21Updated 10 months ago
- Semi-honest Two Party Computation Based on Garbled Circuits.☆77Updated 2 years ago
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆34Updated 3 years ago
- A implementation of Privacy Buckets: A numerical tool to calculate privacy loss☆11Updated 2 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆79Updated 3 years ago
- Private AI Bootcamp was hosted by Microsoft in Redmond, WA on Dec 2nd-4th, 2019. This repository contains materials offered at the event,…☆33Updated 4 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆10Updated last year
- Benchmarks for various multi-party computation frameworks☆18Updated 2 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- ☆20Updated 2 years ago
- Cerebro: A platform for Secure Coopetitive Learning☆20Updated 3 years ago
- 2-party 1-bit Distributed Point Function for PIR read and/or write☆12Updated 3 years ago
- Some algorithms for computation on encrypted data based on Microsoft SEAL☆27Updated 4 years ago
- ☆46Updated 3 years ago
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆162Updated last year
- ☆66Updated 6 years ago
- A generic Secure Computation API for garbled circuits, SPDZ, etc.☆21Updated last year
- ☆12Updated 3 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction☆31Updated 4 years ago
- Library for performing Function Secret Sharing (FSS)☆86Updated 6 years ago