System, method, and computer-accessible medium for training models on mixed sensitivity datasets

A system for providing a synthetic dataset related to at least one user of a device, comprising:

• at least one secure data module configured to store sensitive data regarding the at least one user;
• at least one synthetic dataset generating module configured to:
• periodically update based on operation of the device by the at least one user;
• and
• generate at least one initial synthetic dataset based on the sensitive data;
• and
• a control module configured to:
• receive a request from an application for a dataset related to the at least one user;
• and provide the request to the at least one synthetic dataset generating module;
• receive a synthetic dataset from the at least one synthetic dataset generating module that is based on the at least one initial synthetic dataset, wherein the synthetic dataset and the sensitive data are indistinguishable to the application during use of the synthetic dataset by the application;
• and
• provide the synthetic dataset to the application.