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. 09, 2025

Filed:

Oct. 23, 2023
Applicant:

Lexisnexis Risk Solutions FL Inc., Boca Raton, FL (US);

Inventors:

Julian Breitling, Ulm, DE;

Philip Lindblad, Lidingö, SE;

Per Burström, Luleå, SE;

Tony Libell, Luleå, SE;

Assignee:

LexisNexis Risk Solutions FL Inc., Boca Raton, FL (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/31 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/31 (2013.01); G06N 20/00 (2019.01);
Abstract

Systems and methods are provided for automatically generating unique identifiers for text fields and determining the type of information of a specific text field in an online user journey. The method identifies a data type identifier for each text field by training on historical sessions from many user interactions to group text fields, even with randomly generated IDs, and based on the metadata associated with the text fields. The method can predict the data type for new data and can enable the automatic selection and application of a correct keystroke dynamics algorithm for authentication and fraud detection.


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