armandofln / CryptoNets-with-Python
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
Alternatives and similar repositories for CryptoNets-with-Python:
Users that are interested in CryptoNets-with-Python are comparing it to the libraries listed below
- A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy☆30Updated 5 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆78Updated 8 months ago
- ☆32Updated 2 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆80Updated 2 years ago
- ☆30Updated 4 years ago
- Fast Homomorphic Evaluation of Deep Discretized Neural Networks☆44Updated 7 years ago
- ☆67Updated 6 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆33Updated 3 years ago
- OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent☆24Updated last year
- Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption☆37Updated 2 years ago
- ☆104Updated 3 years ago
- Homomorphic matrix computation☆42Updated 5 years ago
- Experimental Code for Private Decision Tree Evaluation☆12Updated last year
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆38Updated 2 years ago
- Secure Logistic Regression based on Homomorphic Encryption☆44Updated 5 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Updated 3 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆48Updated 3 weeks ago
- Fast Privacy-Preserving Machine Learning on the GPU☆82Updated 3 years ago
- ☆12Updated 3 years ago
- ☆17Updated 6 years ago
- This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"☆51Updated 6 years ago
- A Python library for fully homomorphic encryption☆103Updated 3 years ago
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆22Updated 6 years ago
- Source code for the paper "Transformer-based Language Models and Homomorphic Encryption: an intersection with BERT-tiny"☆21Updated 2 weeks ago
- A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.☆20Updated 4 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 4 years ago
- ☆33Updated last month
- ☆14Updated 3 years ago
- ☆36Updated 4 months ago