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. 19, 2025
Filed:
Feb. 16, 2023
Capital One Services, Llc, McLean, VA (US);
Galen Rafferty, Mahomet, IL (US);
Samuel Sharpe, Cambridge, MA (US);
Brian Barr, Schenectady, NY (US);
Jeremy Goodsitt, Champaign, IL (US);
Michael Davis, Arlington, VA (US);
Taylor Turner, Richmond, VA (US);
Justin Au-Yeung, Somerville, MA (US);
Owen Reinert, Queens, NY (US);
Capital One Services, LLC, McLean, VA (US);
Abstract
In some aspects, a computing system obtain a first dataset including a set of original data samples. The computing system may generate a key that indicates a location within the first dataset where spurious data should be stored. The computing system may determine a modified value associated with a first data sample of the set of original data samples, where the modified value causes a machine learning model to generate output that does not match a label associated with the first data sample. Based on the first data sample, the computer system may generate a spurious data sample comprising the modified value. Based on the key, the computer system may add the spurious data sample to the first dataset. In some aspects, based on a request for the first dataset, the computing system may remove the spurious data sample from the first dataset.