Invention Grant
- Patent Title: User authentication based on account transaction information in text field
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Application No.: US17387683Application Date: 2021-07-28
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Publication No.: US11775973B2Publication Date: 2023-10-03
- Inventor: Tyler Maiman , David Septimus , Samuel Rapowitz , Jenny Melendez , Viraj Chaudhary , Joshua Edwards
- Applicant: Capital One Services, LLC
- Applicant Address: US VA McLean
- Assignee: Capital One Services, LLC
- Current Assignee: Capital One Services, LLC
- Current Assignee Address: US VA McLean
- Agency: Banner & Witcoff, Ltd.
- Main IPC: G06Q20/40
- IPC: G06Q20/40 ; G06N20/20 ; G06F18/214

Abstract:
Methods, systems, and apparatuses are described herein for authenticating access to an account using questions which allow users to provide textual information about transactions conducted by an account. A machine learning model may be trained to predict the guessability of merchants. A request for access to an account may be received, and transaction data for that account may be received. An authentication question may be presented. For example, a user may be prompted to list places they have shopped recently. A user response comprising text data may be received. The text data may be processed to identify one or more merchants. If the one or more merchant(s) are represented in the transaction data, the machine learning model may be used to determine the guessability of the one or more merchants. An authentication score may be determined based on the guessability, and access to the account may be provided.
Public/Granted literature
- US20230034204A1 User Authentication Based on Account Transaction Information in Text Field Public/Granted day:2023-02-02
Information query