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:
Jul. 08, 2025
Filed:
Sep. 17, 2021
Capital One Services, Llc, McLean, VA (US);
Richard Post, Mechanicsville, VA (US);
Aurielle Catron, Richmond, VA (US);
Danielle Hagerty, Alexandria, VA (US);
Jason Haile, Washington, DC (US);
Derek Lafever, Henrico, VA (US);
Daniel Parker, Spotsylvania, VA (US);
Nathan Weilbacher, Sherman, TX (US);
Capital One Services, LLC, McLean, VA (US);
Abstract
A computer-implemented method of identifying unauthorized logins may include: receiving a login request from a user device; using a machine learning model, generating a score corresponding to the login request, the machine learning model being trained to learn associations between identification data associated with login requests and scores based at least on (i) a set of prior login requests and (ii) a set of login classifications, each of the set of login classifications corresponding to at least one of the set of prior login requests; determining whether the score exceeds a predetermined score threshold; and in response to a determination that the score exceeds the predetermined score threshold, rejecting the login request and prompting a user of the user device to submit a renewed login request.