Product Introduction
Secure Multi-party Modeling is a core technology that uses Secure Multi-party Computation (MPC). It allows multiple parties to collaborate on model training and prediction. Parties exchange information, but their raw data never leaves their local systems. This ensures the security of the raw data.
The Secure Multi-party Modeling console is the visual platform for this service. It provides a comprehensive, end-to-end data security computation service that includes secure computing environment installation, data connection, data exploration, data analytics, model development, model deployment, and model monitoring. You can also configure security policies as needed.
Benefits
Secure Multi-party Modeling provides the following benefits:
High security
It uses core privacy-preserving computation technologies, such as Secure Multi-party Computation, to enable joint data applications. Because raw data never leaves its local environment, this method fulfills privacy protection and data security requirements.
Advanced technology
The Secure Multi-party Computation technology provides industry-leading algorithm precision, performance, and security.
High developer efficiency
It provides an end-to-end development platform for application services with features for model development, review, deployment, and monitoring. This allows risk control algorithm developers to focus on the model itself and use visual tools to quickly develop and deploy joint models.
Scenarios
Secure Multi-party Modeling uses Secure Multi-party Computation technology to meet the security, compliance, and privacy protection requirements of financial institutions during data collaboration. The following figure shows a scenario in which Secure Multi-party Modeling adds value to joint business operations.
