mc2-project / muse
Secure Inference Resilient Against Malicious Clients
☆14Updated 2 years ago
Alternatives and similar repositories for muse:
Users that are interested in muse are comparing it to the libraries listed below
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 3 years ago
- ☆12Updated 3 years ago
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction☆30Updated 4 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆38Updated 2 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆82Updated 3 years ago
- ☆16Updated 3 years ago
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆22Updated 6 years ago
- code repo for paper accepted in ICML 2023☆12Updated last year
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last year
- Secure Aggregation for FL☆34Updated last year
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1☆14Updated 5 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆10Updated 2 years ago
- ☆32Updated 2 years ago
- ☆18Updated 3 years ago
- ☆67Updated 6 years ago
- ☆14Updated 3 years ago
- ☆14Updated 3 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆34Updated 3 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- ☆104Updated 3 years ago
- Private and Reliable Neural Network Inference (CCS '22)☆19Updated last year
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆80Updated 2 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
- Privacy-Preserving, Accurate and Efficient Inference for Transformers☆25Updated 10 months ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆19Updated 4 months ago
- ☆35Updated 2 months ago
- A Cryptographic Inference Service for Neural Networks☆130Updated 8 months ago
- A library for lattice-based homomorphic encryption in Go☆13Updated 2 years ago