awslabs / privacy-preserving-xgboost-inference
Privacy-preserving XGBoost Inference
☆49Updated 2 years ago
Alternatives and similar repositories for privacy-preserving-xgboost-inference
Users that are interested in privacy-preserving-xgboost-inference are comparing it to the libraries listed below
Sorting:
- Secure collaborative training and inference for XGBoost.☆105Updated 2 years ago
- ☆23Updated last year
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 5 years ago
- Python language bindings for smartnoise-core.☆76Updated 2 years ago
- Federated gradient boosted decision tree learning☆68Updated 2 years ago
- A SMPC companion library for Syft☆103Updated last week
- ☆43Updated 3 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 4 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆173Updated 2 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- Implementation of protocols in SecureNN.☆129Updated 2 years ago
- ☆421Updated 10 months ago
- ☆38Updated 2 years ago
- ☆68Updated 5 months ago
- Implementation of protocols in Falcon☆93Updated 9 months ago
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- Tools and service for differentially private processing of tabular and relational data☆267Updated 3 months ago
- Official mirror of Python-FHEz; Python Fully Homomorphic Encryption (FHE) Library for Encrypted Deep Learning as a Service (EDLaaS).☆29Updated 3 years ago
- A curated list of resources for privacy-preserving machine learning☆150Updated 3 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆57Updated last year
- ☆32Updated 2 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago
- Code samples and documentation for SmartNoise differential privacy tools