MarzioMonticelli / python-cryptonetLinks
A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
☆31Updated 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
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Updated last year
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Updated 4 years ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- Paper Notes in MPC with Applications to PPML☆71Updated last year
- Implementation of protocols in Falcon☆95Updated last year
- Materials about Privacy-Preserving Machine Learning☆263Updated 4 months ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Updated 4 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- ☆67Updated 7 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆72Updated 5 years ago
- ☆90Updated 5 years ago
- Code repository for the paper at USENIX Security'24☆37Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Repository for collection of research papers on multi-party learning.☆34Updated 2 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Updated 6 years ago
- MCSI☆13Updated 4 years ago
- Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …☆56Updated 7 months ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 4 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆53Updated 11 months ago
- Fast Privacy-Preserving Machine Learning on the GPU☆88Updated 4 years ago
- Homomorphic matrix computation☆43Updated 6 years ago
- Privacy -preserving Neural Networks☆79Updated 7 years ago
- Microsoft SEAL 4.X For Python☆348Updated last year
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆18Updated last year
- Secure Aggregation for FL☆37Updated 2 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 3 years ago
- ☆58Updated 3 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 9 months ago