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:
Jul. 15, 2025
Filed:
Apr. 25, 2023
Ping Identity International, Inc., Denver, CO (US);
Sudhakar Peddibhotla, Seattle, WA (US);
Darryl Jones, Princeton, NJ (US);
Raminder Deep Singh Kaler, Redwood City, CA (US);
Peter Barker, Austin, TX (US);
Ping Identity International, Inc., Denver, CO (US);
Abstract
A process, system and medium for building a training set and performing supervised training of a Machine Learning (ML) model that determines a risk score used to decide whether to impose stepped up authentication during an authentication journey are described. The process includes selecting examples of completed authentication journeys, including failed and successful authentication outcomes after step-up requirements during the example journeys. The process includes pairing ground truth outcomes from the example journeys with authentication request features initially available prior to imposition of the step-up requirements to produce request feature-outcome pairs. The process includes using at least the request feature-outcome pairs to perform the supervised training of the ML model to determine a risk score that can be used to decide whether to impose the stepped up authentication during an authentication journey. The system and medium are configured to execute the process.