MarzioMonticelli / python-cryptonet
A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
☆29Updated 4 years ago
Related projects: ⓘ
- CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.☆21Updated 4 years ago
- ☆35Updated 9 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆36Updated 4 years ago
- ☆65Updated 6 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆69Updated last month
- Implementation of Privacy-Preserving Deep Learning via Additively Homomorphic Encryption (Using LWE schema)☆12Updated 6 years ago
- Paper Notes in MPC with Applications to PPML☆65Updated 5 months ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆31Updated 2 years ago
- Implementation of protocols in SecureNN.☆121Updated last year
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆66Updated 3 years ago
- ☆28Updated 2 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆20Updated 3 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆45Updated 3 years ago
- pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.☆15Updated last month
- ☆78Updated 4 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆18Updated 2 years ago
- Multi‐key homomorphic encryption based on MKCKKS☆16Updated 2 years ago
- Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …☆55Updated 2 months ago
- Materials about Privacy-Preserving Machine Learning☆223Updated 2 months ago
- Implementation of protocols in Falcon☆90Updated last month
- MCSI☆12Updated 2 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Updated 5 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆77Updated 3 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆80Updated 5 years ago
- ☆52Updated 2 years ago
- Implementation of "Reading in the Dark: Classifying Encrypted Digits with Functional Encryption"☆18Updated last year
- Secure Aggregation for FL☆34Updated 9 months ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆29Updated last year
- MPC team of Security Group in HITSZ☆19Updated 2 weeks ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆33Updated last year