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.

Date of Patent:
Dec. 31, 2024

Filed:

Oct. 18, 2023
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Matthew Louis Nowak, Midlothian, VA (US);

Michael Anthony Young, Jr., Henrico, VA (US);

Christopher McDaniel, Glen Allen, VA (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 67/10 (2022.01); G06F 40/205 (2020.01); G06N 20/20 (2019.01); H04L 43/0876 (2022.01); H04L 43/16 (2022.01);
U.S. Cl.
CPC ...
H04L 43/0876 (2013.01); G06F 40/205 (2020.01); G06N 20/20 (2019.01); H04L 43/16 (2013.01); H04L 67/10 (2013.01);
Abstract

Methods and systems that use a plurality of machine learning models to both monitor user-generated data entries corresponding to differences in network traffic that may be evidence of a disruption and determine severity levels based on: (i) current and historic differences in average network traffic over the plurality of communication networks; (ii) current and historic user-generated data entries; and (iii) labeled severity levels for historic differences in average network traffic over the plurality of communication networks.


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