MarzioMonticelli / python-cryptonetLinks
A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
☆30Updated 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.☆24Updated 6 years ago
- ☆38Updated last year
- Materials about Privacy-Preserving Machine Learning☆260Updated 2 months ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Updated last year
- ☆67Updated 7 years ago
- Paper Notes in MPC with Applications to PPML☆70Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Updated 4 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆72Updated 4 years ago
- Implementation of "Reading in the Dark: Classifying Encrypted Digits with Functional Encryption"☆21Updated 2 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Updated 4 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Implementation of protocols in Falcon☆95Updated last year
- Implementation of Privacy-Preserving Deep Learning via Additively Homomorphic Encryption (Using LWE schema)☆14Updated 7 years ago
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …☆56Updated 4 months ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 4 years ago
- ☆89Updated 5 years ago
- Repository for collection of research papers on multi-party learning.☆33Updated 2 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆49Updated 9 months ago
- ☆126Updated 2 months ago
- Fast Privacy-Preserving Machine Learning on the GPU☆88Updated 4 years ago
- MCSI☆13Updated 4 years ago
- A secure aggregation system for private federated learning☆45Updated last year
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Updated 5 years ago
- Code repository for the paper at USENIX Security'24☆33Updated last year
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆91Updated 6 years ago
- Secure Aggregation for FL☆35Updated last year
- Privacy preserving vertical federated learning for tree-based models☆30Updated 4 years ago