Credential-based data access and synthesis

A computing system, comprising:

• a logic subsystem;
• and
• a storage subsystem comprising instructions executable by the logic subsystem to:
• receive on behalf of a user a request for information;
• determine access credentials of the user;
• based at least on the access credentials, identify a first portion of the information that the user has permission to access, and a second portion of the information that the user does not have permission to access;
• obtain synthesized data configured to replace at least part of the second portion of the information, the synthesized data being different than the second portion of information, relevant to the request, and not including any information that the user does not have permission to access;
• and
• provide a data set for access by the user, the data set including the first portion of the information and the synthesized data.

At a computing system, a method, comprising:

• receiving on behalf of a user a request for information;
• determining access credentials of the user;
• based at least on the access credentials, identifying a first portion of the information that the user has permission to access, and a second portion of the information that the user does not have permission to access;
• generating, via one or more neural networks trained based at least on non-synthesized data, synthesized data configured to replace at least part of the second portion of the information, the synthesized data being different than the second portion of information, relevant to the request, and not including any information that the user does not have permission to access;
• and
• providing an encrypted data set for access by the user, the data set including the first portion of the information and the synthesized data.