Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
☆83Jul 23, 2024Updated last year
Alternatives and similar repositories for PyCrCNN
Users that are interested in PyCrCNN are comparing it to the libraries listed below
Sorting:
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Feb 3, 2021Updated 5 years ago
- Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…☆23Jun 9, 2022Updated 3 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Nov 8, 2021Updated 4 years ago
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆549Aug 21, 2025Updated 6 months ago
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆12Sep 20, 2019Updated 6 years ago
- code repo for paper accepted in ICML 2023☆14Oct 19, 2023Updated 2 years ago
- CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.☆24Oct 9, 2019Updated 6 years ago
- This project studied homomorphic encryption and attempted to apply it in training machine learning models. We trained some models on plai…☆13Aug 23, 2022Updated 3 years ago
- A library for doing homomorphic encryption operations on tensors☆1,006Feb 27, 2026Updated 3 weeks ago
- HEAAN lib binds for Python☆32Aug 27, 2020Updated 5 years ago
- ☆32Jan 20, 2021Updated 5 years ago
- [ICML'23 Oral] HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption☆47Mar 29, 2024Updated last year
- Implementation of a Neural Network that predicts encrypted handwritten digits from the MNIST dataset. Encryption and Network Implemented …☆12Mar 10, 2019Updated 7 years ago
- HE-MAN – Homomorphically Encrypted MAchine learning with oNnx models and TenSEAL☆19Oct 11, 2024Updated last year
- CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allo…☆308Jul 16, 2024Updated last year
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆101Jul 27, 2022Updated 3 years ago
- Optimizing compiler for Fully Homomorphic Encryption (FHE)☆79Jul 24, 2024Updated last year
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆77Mar 4, 2025Updated last year
- ☆34Jul 12, 2022Updated 3 years ago
- ☆16Aug 31, 2021Updated 4 years ago
- A cross compiler and standardized benchmarks for fully homomorphic encryption☆39Dec 29, 2023Updated 2 years ago
- ☆19Nov 27, 2024Updated last year
- Fast Homomorphic Evaluation of Deep Discretized Neural Networks☆45Nov 21, 2017Updated 8 years ago
- Privacy -preserving Neural Networks☆79Dec 21, 2018Updated 7 years ago
- ☆16Apr 30, 2024Updated last year
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆71Jun 27, 2023Updated 2 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆72Dec 15, 2020Updated 5 years ago
- CoPHEE is a Co-processor for Partially Homomorphic Encrypted Encryption.☆36Feb 21, 2024Updated 2 years ago
- ☆13Jun 11, 2021Updated 4 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Feb 4, 2022Updated 4 years ago
- Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1☆14Oct 20, 2019Updated 6 years ago
- Official Python wrapper for OpenFHE.☆148Feb 26, 2026Updated 3 weeks ago
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆50Jan 10, 2023Updated 3 years ago
- Secure outsourcing of image editing to untrusted cloud environments by implementing Paillier's Homomorphic Cryptosystem and extending it …☆41Jun 25, 2020Updated 5 years ago
- Image Encryption and Decryption using Neural Networks☆16Oct 14, 2019Updated 6 years ago
- ☆110Dec 14, 2021Updated 4 years ago
- 基于全同态加密的安全人脸识别系统/Secure Face Recognition System based on Fully Homomorphic Encryption☆147May 1, 2023Updated 2 years ago
- ☆36Aug 1, 2024Updated last year