Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
☆49Feb 3, 2021Updated 5 years ago
Alternatives and similar repositories for PP-CNN
Users that are interested in PP-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:
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Nov 8, 2021Updated 4 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Jul 23, 2024Updated last year
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆50Jan 10, 2023Updated 3 years ago
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆12Sep 20, 2019Updated 6 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆102Jul 27, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆24Dec 2, 2019Updated 6 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 years ago
- CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allo…☆308Jul 16, 2024Updated last year
- Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1☆14Oct 20, 2019Updated 6 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆176Jan 3, 2023Updated 3 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Jun 9, 2021Updated 4 years ago
- Notebooks for the HE introduction☆10Sep 11, 2020Updated 5 years ago
- ☆22Oct 1, 2018Updated 7 years ago
- ☆110Dec 14, 2021Updated 4 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.
- ☆16Feb 3, 2022Updated 4 years ago
- ☆34Jul 12, 2022Updated 3 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 4 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆72Dec 15, 2020Updated 5 years ago
- [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"☆15Feb 26, 2026Updated 2 months ago
- FHE (CKKS, TFHE) end-to-end applications: HELR (logistic regression), ResNet-20, LSTM (RNN), bitonic sorting, DeepCNN-x☆18Aug 14, 2024Updated last year
- ☆214Feb 25, 2025Updated last year
- ☆23Apr 25, 2024Updated 2 years ago
- Homomorphic Encryption in Python☆19Jan 28, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code release for MPCViT accepted by ICCV 2023☆16Jan 6, 2025Updated last year
- Materials about Privacy-Preserving Machine Learning☆264Feb 2, 2026Updated 3 months ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆76Mar 4, 2025Updated last year
- Homomorphic Random Forest library☆17Apr 12, 2023Updated 3 years ago
- PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in…☆548Aug 21, 2025Updated 8 months ago
- A repository for code used in the paper "On the precision loss in approximate homomorphic encryption"☆11Jan 16, 2025Updated last year
- ☆114Jul 4, 2024Updated last year
- A Microsoft-SEAL-compatible implementation of homomorphic encryption targeting Azure Sphere and other embedded devices.☆55Jan 24, 2022Updated 4 years ago
- A library for doing homomorphic encryption operations on tensors☆1,010Feb 27, 2026Updated 2 months ago
- 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.
- Membership Inference Attack on Federated Learning☆13Jan 14, 2022Updated 4 years ago
- NN-EMD framework: efficiently training neural networks using encrypted multi-sourced datasets☆14Jun 6, 2021Updated 4 years ago
- Implementation of SortingHat: Efficient Private Decision Tree Evaluation via Homomorphic Encryption and Transciphering.☆21Aug 7, 2022Updated 3 years ago
- ☆13Apr 3, 2024Updated 2 years ago
- A Cryptographic Inference Service for Neural Networks☆132Jul 22, 2024Updated last year
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- A cross compiler and standardized benchmarks for fully homomorphic encryption☆39Dec 29, 2023Updated 2 years ago