Implementation of a Neural Network that predicts encrypted handwritten digits from the MNIST dataset. Encryption and Network Implemented using Homomorphic encryption library SEAL. Model obtained by training on unencrypted images using TensorFlow.
☆12Mar 10, 2019Updated 7 years ago
Alternatives and similar repositories for EncryptedImagePredictorNetwork
Users that are interested in EncryptedImagePredictorNetwork are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.☆25Oct 9, 2019Updated 6 years ago
- Proof of concept for CryptoDL made for BigSec course @ EURECOM☆19May 14, 2019Updated 7 years ago
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆12Sep 20, 2019Updated 7 years ago
- Fully Homomorphic Image Preprocessing and analysis - JPEG encoding, decoding, image resizing.☆54May 1, 2018Updated 8 years ago
- Homomorphic matrix computation☆43Aug 7, 2019Updated 7 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.
- Fast Homomorphic Evaluation of Deep Discretized Neural Networks☆45Nov 21, 2017Updated 8 years ago
- Secure outsourcing of image editing to untrusted cloud environments by implementing Paillier's Homomorphic Cryptosystem and extending it …☆41Jun 6, 2026Updated 3 months ago
- an implementation of CryptoNets☆11Aug 22, 2018Updated 8 years ago
- Python implementation of "Somewhat Practical Fully Homomorphic Encryption"☆23Jun 4, 2020Updated 6 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Jul 23, 2024Updated 2 years ago
- Real-time image and video dehazing based on multiscale guided filtering, MTAP2022☆10Apr 21, 2023Updated 3 years ago
- Client/Server framework for encrypted machine learning using homomorphic encryption☆43Oct 1, 2021Updated 5 years ago
- A Robust Easy to Learn Framework☆17Jan 5, 2019Updated 7 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆79Mar 4, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆16Aug 31, 2021Updated 5 years ago
- Analysis and Recognition of infrared gait sequences using Point Light Animation☆15Aug 2, 2020Updated 6 years ago
- A Microsoft-SEAL-compatible implementation of homomorphic encryption targeting Azure Sphere and other embedded devices.☆57Jan 24, 2022Updated 4 years ago
- Code for Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence☆18Dec 9, 2020Updated 5 years ago
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆231Jul 27, 2019Updated 7 years ago
- Cryptographic Key Generation from Biometric Data☆14May 17, 2018Updated 8 years ago
- WhatsApp Web Scraper English and Italian supported☆11Jul 19, 2023Updated 3 years ago
- Implementation of algorithms from the paper Fuzzy Extractors: How to Generate Strong Keys from Biometrics and Other Noisy Data☆15Mar 26, 2014Updated 12 years ago
- A RESTful API using noblox.js and Koa.☆24Mar 29, 2026Updated 6 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Privacy mechanisms for decentralized fingerprint-based authentication☆13Aug 20, 2020Updated 6 years ago
- ☆14Oct 15, 2017Updated 8 years ago
- A pure Swift implementation of Shamir's Secret Sharing scheme☆25Aug 18, 2019Updated 7 years ago
- MOSFHET: Optimized Software for FHE over the Torus☆23Aug 24, 2025Updated last year
- A tutorial based on your preferred open source focused crawler for the deep web.☆13Feb 11, 2021Updated 5 years ago
- CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allo…☆312Jul 16, 2024Updated 2 years ago
- Present Crypto Engine in Verilog☆12Feb 27, 2016Updated 10 years ago
- Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1☆15Oct 20, 2019Updated 6 years ago
- Algorithms that find optimized degrees for MinimaxComp on the RNS-CKKS scheme☆16Oct 31, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A web application that manages lifecycles of federated learning federations.☆21Aug 9, 2023Updated 3 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 4 years ago
- Basic implementation for using Image Classification Core ML models such as MobileNetV2 in an Xcode Project for iOS using SwiftUI. The pro…☆31Jun 4, 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 4 years ago
- Automatic ReLU Reduction☆15Dec 20, 2023Updated 2 years ago
- A GPU accelerated library for computing rigid body dynamics with analytical gradients☆16Updated this week
- A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.☆21Apr 15, 2020Updated 6 years ago