Federated Validation (abbreviation FV) is a transform based on the concept of Federated Learning (FL). 

With the same privacy and security concerns, all data are kept locally, and the AI model validation is performed without gathering all data together.

Below is a two sites FV progress schematic diagram for quick understanding.

For more detailed information of the FV progress, please refer to the next section: 

1.2 HOW DOES TAIWAN AI LABS FEDERATED VALIDATION SYSTEM WORK?