This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).
☆12Sep 20, 2019Updated 7 years ago
Alternatives and similar repositories for privacy-CNN
Users that are interested in privacy-CNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A way to train Neural networks safely using Homomorphic encryption and suggesting new scenarios where it can be applied.☆10Jun 19, 2020Updated 6 years ago
- Implementation of a Neural Network that predicts encrypted handwritten digits from the MNIST dataset. Encryption and Network Implemented …☆12Mar 10, 2019Updated 7 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆34Nov 17, 2022Updated 3 years ago
- CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.☆25Oct 9, 2019Updated 7 years ago
- Client/Server framework for encrypted machine learning using homomorphic encryption☆43Oct 1, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Feb 3, 2021Updated 5 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 5 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Jul 23, 2024Updated 2 years ago
- Python implementation of "Somewhat Practical Fully Homomorphic Encryption"☆23Jun 4, 2020Updated 6 years ago
- Robust Encryption of Quantum Medical Images☆11May 20, 2019Updated 7 years ago
- 🏄 Global Game Jam 2017☆11Feb 14, 2018Updated 8 years ago
- A secure computation by secret sharing scheme for multiplication☆11May 4, 2022Updated 4 years ago
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆554Aug 31, 2026Updated 2 months ago
- 3D NFT Gallery Art☆13Sep 26, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Notebooks for the HE introduction☆10Sep 11, 2020Updated 6 years ago
- Aly's toolbox 😀😛☆10Jun 20, 2020Updated 6 years ago
- 数据脱敏处理☆13Dec 7, 2025Updated 10 months ago
- An Agent-Based modeling token economics simulator☆15Apr 24, 2020Updated 6 years ago
- Convert an image to stereographic projection (Polar Coordinates)☆10Oct 15, 2022Updated 4 years ago
- Implementation for iris biometric template protection based on NTRU homomorphic encryption.☆12Dec 20, 2021Updated 4 years ago
- [TCSVT'22]Joint Graph Attention and Asymmetric Convolutional Neural Network for Deep Image Compression☆13Nov 14, 2022Updated 3 years ago
- MATLAB implementations of standard and chaos-incorporated versions of the firefly metaheuristic tested on continuous optimization functio…☆12May 24, 2018Updated 8 years ago
- A scalable MPI library for computing fast Fourier transforms in python.☆11Oct 12, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Convolutional Neural Network (CNN) Image Compression 🤖🖼️📉☆10Jun 25, 2023Updated 3 years ago
- ☆11Apr 29, 2026Updated 6 months ago
- NEO SDK written in Java☆12Oct 23, 2018Updated 8 years ago
- Adapt Newson and Krumm's classic 2009 paper, "Hidden Markov Map Matching Through Noise and Sparseness," for particle filters.☆12Apr 11, 2020Updated 6 years ago
- A Robust Easy to Learn Framework☆17Jan 5, 2019Updated 7 years ago
- Transform images to logarithmic polar coordinates, and create composite images from the sequence of zooms.☆12Sep 15, 2014Updated 12 years ago
- SHEEP is a Homomorphic Encryption Evaluation Platform☆52Apr 7, 2023Updated 3 years ago
- Using FGSM, I-FGSM and MI-FGSM to generate and evaluate adversarial samples.☆12Jul 22, 2019Updated 7 years ago
- Faster Homomorphic Discrete Fourier Transforms and Improved FHE Bootstrapping☆13Apr 4, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ICADCML 2021 A Novel Approach to Encrypt Data using Deep Neural Networks☆13Mar 25, 2023Updated 3 years ago
- The official implementatioin code of ICDM 2022 paper: "Privacy-Preserving Split Learning via Patch Shuffling over Transformers"☆12Nov 27, 2023Updated 2 years ago
- Membership inference against Federated learning.☆10May 30, 2021Updated 5 years ago
- Open-source library for ORAM implementations☆12Apr 15, 2020Updated 6 years ago
- CUDA-based physical renderer☆15Nov 30, 2020Updated 5 years ago
- MATLAB implementations of standard and chaos-incorporated versions of the particle swarm optimization metaheuristic tested on continuous …☆12Sep 6, 2017Updated 9 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 4 years ago