A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
☆31Mar 26, 2020Updated 5 years ago
Alternatives and similar repositories for python-cryptonet
Users that are interested in python-cryptonet are comparing it to the libraries listed below
Sorting:
- 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
- Homomorphic matrix computation☆43Aug 7, 2019Updated 6 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 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
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 years ago
- ☆65Sep 19, 2020Updated 5 years ago
- Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.☆83Mar 24, 2023Updated 2 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Nov 8, 2021Updated 4 years ago
- OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent☆32May 21, 2025Updated 10 months ago
- Material parsers and other tools, scripts Initially developed for Grobid Superconductor☆13Feb 21, 2025Updated last year
- A Toy Implementation in Python of [FV12]☆23Aug 16, 2023Updated 2 years ago
- Implementation of protocols in Falcon☆94Jul 30, 2024Updated last year
- HEhub is a library for homomorphic encryption and its applications, and is part of the PrimiHub project.☆96Dec 20, 2022Updated 3 years ago
- Secure Aggregation for FL☆38Nov 25, 2023Updated 2 years ago
- This repository is for our paper "High-Performance and Configurable SW/HW Co-design of Post-Quantum Signature CRYSTALS-Dilithium" in ACM …☆17Oct 10, 2023Updated 2 years ago
- ☆10May 28, 2020Updated 5 years ago
- Implementation of the TFHE homomorphic encryption scheme.☆12May 14, 2021Updated 4 years ago
- Implementation of the article Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting (https://arxiv.org/pdf/1805…☆10Feb 1, 2019Updated 7 years ago
- ☆16Aug 31, 2021Updated 4 years ago
- A collection of implementations of fair ML algorithms☆12Jan 7, 2018Updated 8 years ago
- Simulation code for “Energy-efficient cell-free massive MIMO through sparse large-scale fading processing,” by Shuaifei Chen, Jiayi Zhang…☆14May 14, 2023Updated 2 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
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆176Jan 3, 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
- Client/Server framework for encrypted machine learning using homomorphic encryption☆43Oct 1, 2021Updated 4 years ago
- ☆12Apr 26, 2023Updated 2 years ago
- Marble FHE Library☆18Dec 23, 2020Updated 5 years ago
- ☆25Mar 5, 2019Updated 7 years ago
- Skeleton tracking - 3D Human Pose Estimation - Biomechanics - Depth Camera - Drone - Cubemos - Intel☆11Sep 4, 2021Updated 4 years ago
- ☆67Sep 16, 2018Updated 7 years ago
- Privacy -preserving Neural Networks☆79Dec 21, 2018Updated 7 years ago
- SC 2021, "LogECMem: Coupling Erasure-Coded In-Memory Key-Value Stores with Parity Logging"☆12Jul 12, 2021Updated 4 years ago
- Supplementary code for the paper "UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks Against Split Lear…☆14Nov 10, 2022Updated 3 years ago
- ☆22Oct 3, 2024Updated last year
- Secure Computation Utilities☆17Mar 5, 2026Updated 2 weeks ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Feb 3, 2021Updated 5 years ago
- SecureML Introduction☆10Aug 12, 2023Updated 2 years ago
- Fast 4 way vectorized ladder for the complete set of Montgomery curves☆11Feb 13, 2019Updated 7 years ago
- Official repository for CVPR 2022 paper 'Boosting Black-Box Attack with Partially Transferred Conditional Adversarial Distribution'☆27Mar 16, 2022Updated 4 years ago