satssehgal / Homomorphic-Encryption
☆20Updated 4 years ago
Alternatives and similar repositories for Homomorphic-Encryption:
Users that are interested in Homomorphic-Encryption are comparing it to the libraries listed below
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆78Updated 6 months ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆38Updated 2 years ago
- Client/Server framework for encrypted machine learning using homomorphic encryption☆41Updated 3 years ago
- Fast Homomorphic Evaluation of Deep Discretized Neural Networks☆44Updated 7 years ago
- CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.☆22Updated 5 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…☆20Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆40Updated 5 years ago
- Materials about Privacy-Preserving Machine Learning☆237Updated last week
- A framework for generic hybrid two-party computation and private inference with neural networks☆31Updated last year
- My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.☆31Updated 3 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆45Updated 7 months ago
- Privacy preserving vertical federated learning for tree-based models☆26Updated 3 years ago
- This project gives the python implementation of a space efficient searchable encryption algorithm☆52Updated 4 years ago
- HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Ap…☆16Updated last year
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆33Updated 3 years ago
- Secure outsourcing of image editing to untrusted cloud environments by implementing Paillier's Homomorphic Cryptosystem and extending it …☆41Updated 4 years ago
- HEAAN lib binds for Python☆32Updated 4 years ago
- Implementation of protocols in SecureNN.☆130Updated 2 years ago
- Homomorphic matrix computation☆41Updated 5 years ago
- ☆54Updated 2 years ago
- OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent☆24Updated last year
- 6.857 project - implementation of scheme for encrypting integer vectors that allows addition, linear transformation, and weighted inner p…☆70Updated 7 years ago
- Private Decision Tree Evaluation protocols☆11Updated 4 years ago
- ☆35Updated last year
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- Implementation of protocols in Falcon☆93Updated 6 months ago
- A curated list of resources for privacy-preserving machine learning☆148Updated 3 years ago
- ☆36Updated 3 months ago