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.
Patent No.:
Date of Patent:
Aug. 05, 2025
Filed:
Jun. 26, 2023
Bank of America Corporation, Charlotte, NC (US);
Dinesh Kumar Agrawal, McKinney, TX (US);
Gilbert M. Gatchalian, Union, NJ (US);
Steven Greene, Scarsdale, NY (US);
Richard Scot, Huntersville, NC (US);
Sanjay Lohar, Charlotte, NC (US);
Benjamin F. Tweel, Romeoville, IL (US);
James Siekman, Charlotte, NC (US);
Erik Dahl, Newark, DE (US);
Vijaya L. Vemireddy, Plano, TX (US);
Bank of America Corporation, Charlotte, NC (US);
Abstract
Arrangements for detecting unauthorized activity based on input method analysis and monitoring are provided. In some aspects, identity information associated with a user may be received and be stored. An input may be received from a computing device of the user. An input pattern of the received input may be determined. Using a machine learning model, the input pattern of the received input may be compared to input patterns of humans and input patterns of machines. Based on the comparison, it may be determined whether the user is a human user or a non-human user. Responsive to determining that the user is a non-human user, a request may be transmitted to the user to provide increased authentication credentials. Responsive to determining that the user is a human user, an identity of the user may be verified by comparing the input pattern of the received input to the stored identity information.