youben11 / encrypted-evaluation
Client/Server framework for encrypted machine learning using homomorphic encryption
☆42Updated 3 years ago
Alternatives and similar repositories for encrypted-evaluation:
Users that are interested in encrypted-evaluation are comparing it to the libraries listed below
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆78Updated 8 months ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- Implementation of protocols in Falcon☆93Updated 7 months ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 3 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆38Updated 2 years ago
- ☆36Updated 4 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- ☆32Updated last month
- Implementation of protocols in SecureNN.☆130Updated 2 years ago
- Paper Notes in MPC with Applications to PPML☆67Updated last year
- OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent☆24Updated last year
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- ☆67Updated 6 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- MPC team of Security Group in HITSZ☆20Updated 3 weeks ago
- Homomorphic matrix computation☆42Updated 5 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆81Updated 3 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- Materials about Privacy-Preserving Machine Learning☆244Updated last month
- My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.☆31Updated 3 years ago
- ☆54Updated 2 years ago
- ☆15Updated 5 months ago
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆13Updated 5 years ago
- A Python library for fully homomorphic encryption☆103Updated 3 years ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- A SMPC companion library for Syft☆102Updated 4 months ago
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆68Updated last year
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆27Updated 2 weeks ago
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆37Updated 2 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆46Updated 3 weeks ago