CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic…
☆312Jul 16, 2024Updated 2 years ago
Alternatives and similar repositories for CryptoNets
Users that are interested in CryptoNets 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 Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy☆32Mar 26, 2020Updated 6 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
- Homomorphic matrix computation☆43Aug 7, 2019Updated 7 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Nov 8, 2021Updated 4 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Feb 3, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆105Jul 27, 2022Updated 4 years ago
- ☆68Sep 16, 2018Updated 8 years ago
- This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"☆61Oct 26, 2018Updated 7 years ago
- ☆111Dec 14, 2021Updated 4 years ago
- Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.☆4,045Updated this week
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆554Aug 31, 2026Updated last month
- Fast Homomorphic Evaluation of Deep Discretized Neural Networks☆45Nov 21, 2017Updated 8 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Jul 23, 2024Updated 2 years ago
- ☆32Jan 20, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Compiler for the SEAL homomorphic encryption library☆263Jul 3, 2024Updated 2 years ago
- ☆13Jun 11, 2021Updated 5 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆175Jan 3, 2023Updated 3 years ago
- ☆34Jul 12, 2022Updated 4 years ago
- A Cryptographic Inference Service for Neural Networks☆132Jul 22, 2024Updated 2 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Jan 22, 2020Updated 6 years ago
- an implementation of CryptoNets☆11Aug 22, 2018Updated 8 years ago
- Microsoft SEAL 4.X For Python☆349Aug 3, 2026Updated 2 months ago
- ☆29Dec 11, 2018Updated 7 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.
- A library for doing homomorphic encryption operations on tensors☆1,040Updated this week
- This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). …☆231Jul 27, 2019Updated 7 years ago
- Homomorphic Logistic Regression on Encrypted Data☆51Apr 5, 2019Updated 7 years ago