alessandro-nori / crypto_nn
Proof of concept for CryptoDL made for BigSec course @ EURECOM
☆19Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for crypto_nn
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆73Updated 3 months ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆32Updated 3 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆47Updated 3 years ago
- CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.☆21Updated 5 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆35Updated 2 years ago
- ☆30Updated 3 years ago
- A simple Python implementation of a secure aggregation protocole for federated learning.☆34Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆38Updated 5 years ago
- Privacy -preserving Neural Networks☆74Updated 5 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆49Updated 3 years ago
- A compiled list of resources and materials for PPML☆9Updated 2 years ago
- This is an implementation for paper "A Hybrid Approach to Privacy Preserving Federated Learning" (https://arxiv.org/pdf/1812.03224.pdf)☆20Updated 4 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆67Updated 3 years ago
- ☆65Updated 6 years ago
- ☆104Updated 2 years ago
- MPC team of Security Group in HITSZ☆19Updated 2 months ago
- Fast Privacy-Preserving Machine Learning on the GPU☆78Updated 3 years ago
- A Cryptographic Inference Service for Neural Networks☆124Updated 3 months ago
- ☆35Updated this week
- A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy☆30Updated 4 years ago
- ☆78Updated 4 years ago
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆13Updated 5 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆132Updated 3 years ago
- A secure aggregation system for private federated learning☆36Updated 5 months ago
- Secure Aggregation for FL☆34Updated 11 months ago
- Implementation of protocols in Falcon☆89Updated 3 months ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- ☆33Updated last year
- ☆30Updated 2 years ago
- Fast Homomorphic Evaluation of Deep Discretized Neural Networks☆43Updated 6 years ago