MarzioMonticelli / python-cryptonet
A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
☆30Updated 4 years ago
Alternatives and similar repositories for python-cryptonet:
Users that are interested in python-cryptonet are comparing it to the libraries listed below
- CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.☆22Updated 5 years ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- ☆66Updated 6 years ago
- Paper Notes in MPC with Applications to PPML☆64Updated 9 months ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 3 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- Implementation of protocols in Falcon☆93Updated 5 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- ☆36Updated 2 months ago
- Secure Aggregation for FL☆34Updated last year
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆67Updated 4 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆77Updated 5 months ago
- Private Decision Tree Evaluation protocols☆11Updated 4 years ago
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- MPC team of Security Group in HITSZ☆20Updated 4 months ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆38Updated 2 years ago
- Multi‐key homomorphic encryption based on MKCKKS☆18Updated 2 years ago
- MCSI☆13Updated 3 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆33Updated 3 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆18Updated 3 years ago
- A secure aggregation system for private federated learning☆38Updated 8 months ago
- Implementation of protocols in SecureNN.☆128Updated 2 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆75Updated 2 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆79Updated 3 years ago
- ☆30Updated 3 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Updated 3 years ago
- Materials about Privacy-Preserving Machine Learning☆234Updated 6 months ago
- ☆31Updated 2 years ago
- Implementation of Privacy-Preserving Deep Learning via Additively Homomorphic Encryption (Using LWE schema)☆12Updated 6 years ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆17Updated 5 months ago