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:
Nov. 29, 2022

Filed:

Dec. 29, 2020
Applicant:

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

Inventors:

Bozhao Tan, Sunnyvale, CA (US);

Vikash Tiwari, Henrico, VA (US);

Fedor Dzegilenko, San Jose, CA (US);

Ashish Gupta, Richmond, VA (US);

Jeffrey Michel, Henrico, VA (US);

Jonathan Weimer, Henrico, VA (US);

Meenakshi Panda, Richmond, VA (US);

Vinayak Hulawale, Henrico, VA (US);

Rohit Joshi, Glen Allen, VA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); H04L 29/08 (2006.01); G06N 5/00 (2006.01); H04L 9/40 (2022.01); H04L 67/133 (2022.01); H04L 67/50 (2022.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06N 5/003 (2013.01); H04L 63/0236 (2013.01); H04L 67/133 (2022.05); H04L 67/535 (2022.05);
Abstract

In some implementations, a system may obtain a first model that is trained to identify feature data associated with a client system using one or more services of a service platform. The system may train, based on the feature data, a second model to identify anomalies associated with devices accessing the one or more services in association with a client identifier of the client system. The system may receive access data associated with an acting device accessing a service of the service platform. The system may determine, using the second model, that the acting device accessing the service corresponds to potential anomalous activity based on the access information. The system may obtain, from a verification device, a verification that the acting device accessing the service is anomalous activity. The system may perform, based on obtaining the verification, an action associated with the acting device.


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