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:
Aug. 09, 2022
Filed:
Mar. 01, 2019
Applicant:
Bottomline Technologies (De) Inc., Portsmouth, NH (US);
Inventors:
Warren Gleich, Goffstown, NH (US);
Richard A Baker, Jr., West Newbury, MA (US);
Assignee:
Bottomline Technologies (de) Inc., Portsmouth, NH (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/16 (2006.01); G06K 9/62 (2022.01); G06N 20/00 (2019.01); G06Q 40/02 (2012.01); G06F 16/11 (2019.01); H04L 67/10 (2022.01); H04L 9/06 (2006.01); H04L 9/00 (2022.01);
U.S. Cl.
CPC ...
G06K 9/6257 (2013.01); G06F 16/113 (2019.01); G06N 20/00 (2019.01); G06Q 40/02 (2013.01); H04L 9/0637 (2013.01); H04L 67/10 (2013.01); H04L 9/50 (2022.05);
Abstract
An apparatus and method for providing an immutable audit trail for machine learning applications is described herein. The audit trail is preserved by recording the machine learning models and data in a data structure in immutable storage such as a WORM device, a cloud storage facility, or in a blockchain. The immutable audit trail is important for providing bank auditors with the reasons for lending or account opening reasons, for example. A graphical user interface is described to allow the archive of machine learning models to be viewed.