nusdbsystem / pivotLinks
Privacy preserving vertical federated learning for tree-based models
☆27Updated 3 years ago
Alternatives and similar repositories for pivot
Users that are interested in pivot are comparing it to the libraries listed below
Sorting:
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Materials about Privacy-Preserving Machine Learning☆252Updated 5 months ago
- Repository for collection of research papers on multi-party learning.☆32Updated last year
- Secure Aggregation for FL☆35Updated last year
- A secure aggregation system for private federated learning☆41Updated last year
- Implementation of protocols in SecureNN.☆129Updated 2 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated last year
- Paper Notes in MPC with Applications to PPML☆69Updated last year
- Fast Privacy-Preserving Machine Learning on the GPU☆84Updated 4 years ago
- Secure Aggregation for Federated Learning with Malicious Actors☆25Updated 2 years ago
- ☆37Updated 8 months ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆34Updated 3 years ago
- ☆88Updated 5 years ago
- Implementation of protocols in Falcon☆94Updated 11 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated last year
- ☆119Updated last year
- ☆105Updated 3 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago
- ☆429Updated last year
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆39Updated 2 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- Piranha: A GPU Platform for Secure Computation☆95Updated 2 years ago
- Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …☆56Updated 2 weeks ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 2 months ago
- ☆67Updated 6 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆33Updated 2 years ago
- This is an implementation for paper "A Hybrid Approach to Privacy Preserving Federated Learning" (https://arxiv.org/pdf/1812.03224.pdf)☆23Updated 5 years ago
- ☆57Updated 3 years ago