OpenHufu is a privacy computing data federated system based on secure multi-party computing, federated learning and other technologies based on the concept of "Data can't move. Data is available and invisible".
Code Resource System Description
Cross-domain data access and storage
Multi-scenario data collaborative management
High security data privacy protection
High-performance data privacy computing
Multi-party data query
Interactive data syndication analysis
Customized federated learning strategies
Stabilize federated learning configurations
Self-developed privacy computing operators, support mainstream privacy computing protocols, and can resist semi-honest/malicious adversary attacks
Compatible with data management tools and big data computing platforms. It supports multiple physical/virtual deployment methods at the end, cloud, and edge
It supports 100 million-level data scale to respond to federated queries within seconds, and provides personalized federated query computing services
Expert federated learning scheme design, suitable for horizontal federation, vertical federation, federated transfer learning scenarios
