Tutorial

Warning

The following codes are demos only. It’s NOT for production due to system security concerns, please DO NOT use it directly in production.

We hope you enjoy these toturials from SecretFlow developers.

DataFrame

• Data Preprocessing with DataFrame

SPU

• SPU Basics
• Computation with SPU Device
• Logistic Regression with SPU
• Neural Network with SPU
• Privacy-Preserving Scientific Computing with NumPy in SPU

TEEU

• TEEU Getting Started Guide
• TEEU Example: XGBoost

PSI

• PSI On SPU

Federated Learning

• Federated Learning for Image Classification
• Federated Learning with Pytorch Backend
• Horizontally Federated XGBoost
• Vertically Federated XGB (SecureBoost)
• Split Learning—Bank Marketing
• Split Learning for Graph Neural Network
• Mix Federated Learning - Logistic Regression

场景方案

• 隐语SecretFlow金融风控全链路能力展示

培训资料

• 隐语SecretFlow实际场景MPC算法开发实践