youben11 / encrypted-evaluationLinks
Client/Server framework for encrypted machine learning using homomorphic encryption
☆43Updated 4 years ago
Alternatives and similar repositories for encrypted-evaluation
Users that are interested in encrypted-evaluation are comparing it to the libraries listed below
Sorting:
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Updated 4 years ago
- Implementation of protocols in Falcon☆95Updated last year
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Materials about Privacy-Preserving Machine Learning☆263Updated 4 months ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Updated last year
- Privacy -preserving Neural Networks☆79Updated 7 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Updated 3 years ago
- ☆441Updated last year
- Homomorphic matrix computation☆43Updated 6 years ago
- ☆38Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- ☆67Updated 7 years ago
- ☆110Updated 4 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆32Updated 2 years ago
- A SMPC companion library for Syft☆106Updated 2 weeks ago
- A Three Party MPC framework for Machine learning and Databases☆211Updated 10 months ago
- ☆58Updated 3 years ago
- Paper Notes in MPC with Applications to PPML☆71Updated last year
- This repo provides C++ implementation of FHE-based unbalanced private set union (PSU).☆13Updated last year
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆53Updated 11 months ago
- Privacy preserving vertical federated learning for tree-based models☆30Updated 4 years ago
- A Python library for fully homomorphic encryption☆108Updated 3 years ago
- Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …☆56Updated 6 months ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Updated 5 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆88Updated 4 years ago
- MPC team of Security Group in HITSZ☆19Updated last week
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Updated 4 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆57Updated 2 years ago
- Secure Logistic Regression based on Homomorphic Encryption☆43Updated 6 years ago