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:
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Updated last year
- 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☆260Updated 2 months ago
- ☆38Updated last year
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Updated 4 years ago
- Privacy -preserving Neural Networks☆79Updated 6 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- MPC team of Security Group in HITSZ☆19Updated 4 months ago
- Paper Notes in MPC with Applications to PPML☆71Updated last year
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Updated 4 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆40Updated 3 years ago
- ☆440Updated last year
- A SMPC companion library for Syft☆105Updated last month
- ☆58Updated 3 years ago
- A secure aggregation system for private federated learning☆45Updated last year
- ☆67Updated 7 years ago
- Homomorphic matrix computation☆43Updated 6 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆33Updated 2 years ago
- ☆109Updated 3 years ago
- The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)☆50Updated 10 months ago
- Repository for collection of research papers on multi-party learning.☆34Updated 2 years ago
- Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …☆56Updated 5 months ago
- Secure Aggregation for FL☆36Updated 2 years ago
- A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.☆88Updated last week
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Updated 5 years ago
- A Python library for fully homomorphic encryption☆108Updated 3 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago
- A Three Party MPC framework for Machine learning and Databases☆211Updated 8 months ago