The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 31, 2023
Filed:
Apr. 23, 2020
International Business Machines Corporation, Armonk, NY (US);
Francois Pierre Luus, Wierdapark, ZA;
Naweed Aghmad Khan, Johannesburg, ZA;
Ndivhuwo Makondo, Pretoria, ZA;
Etienne Eben Vos, Johannesburg, ZA;
Ismail Yunus Akhalwaya, Emmarentia, ZA;
International Business Machines Corporation, Armonk, NY (US);
Abstract
Methods and systems for generating representative data. A generator is configured to create, using a learning model, one or more generated records based on a plurality of training records obtained from a sensitive database. A discriminator is trained to identify the generated records as being generated based on the training records and a privacy adversary is trained to identify a training sample as being more similar to a distribution of the generated records than a distribution of the reference records.