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:
Jul. 04, 2023

Filed:

Jan. 29, 2021
Applicant:

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

Inventors:

Jacob Learned, Brooklyn, NY (US);

Michael Saia, New York, NY (US);

Max Miracolo, Brooklyn, NY (US);

Kaylyn Gibilterra, New York, NY (US);

Assignee:

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

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 20/40 (2012.01); G06N 3/08 (2023.01); G06Q 20/34 (2012.01); H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06N 3/08 (2013.01); G06Q 20/351 (2013.01); H04L 63/1416 (2013.01); H04L 63/1425 (2013.01);
Abstract

Disclosed are systems and methods for data breach identification. The method may include: generating virtual card number (VCN) data sets; storing the VCN data sets on a first database; receiving one or more compromised VCN data sets stored on a second database and obtained from a scan of unindexed websites; comparing the compromised VCN data sets with the VCN data set stored on the first database to determine whether the VCN data sets have been compromised; for each compromised VCN data set, training the recurrent neural network (RNN) to associate the compromised VCN data sets with one or more sequential patterns found within the compromised VCN data sets to generate a trained RNN; receiving a first VCN data set from the first database; determining whether the first VCN data set matches a compromised VCN data set; and transmitting a message indicating the determination to a user or provider device.


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