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:
May. 12, 2026

Filed:

May. 20, 2022
Applicant:

American Express Travel Related Services Company, Inc., New York, NY (US);

Inventor:

Hiranmayi Palanki, Tampa, FL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/01 (2023.01); G06F 21/60 (2013.01);
U.S. Cl.
CPC ...
G06N 7/01 (2023.01); G06F 21/604 (2013.01);
Abstract

Disclosed are various approaches for using Markov chains and hidden Markov Models to enhance API access controls for secure data. Various embodiments disclosed in this application introduce an access control application between the APIs and a data store that uses Markov chains or hidden Markov models to validate, check, or verify that the data request meets expected security guidelines. These embodiments can enhance security for all requests for data. Additionally, these embodiments can serve as an additional, automated security defense when a developer misconfigures or fails to include the appropriate validation logic within an API.


Find Patent Forward Citations

Palanki, Hiranmayi. (2026). Enhancing api access controls with markov chains and hidden markov models (U.S. Patent No. 12626168). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12626168

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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