Patent ID: 11960816
Assignee: REDSHRED LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method of generating a document corpus, the method comprising:
receiving an original document, wherein the original document is a restricted-access document having security requirements that restrict access to the original document;
separating the original document into a plurality of pages;
for a first page of the plurality of pages, performing a first sub-process comprising:
converting the first page to an image;
determining a layout of the first page, the layout indicating a location of a first element of the first page;
assigning an element type to the first element; and
based upon the element type, assigning the first element to an element cluster;

based upon the element cluster, generating a plurality of generated elements of the same type as the first element;
based upon the layout and the plurality of generated elements, generating a plurality of generated documents that include the generated elements, wherein the plurality of generated documents are not restricted-access documents and wherein no generated document duplicates the entirety of the original document; and
training a machine learning system based upon the plurality of generated documents.