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:
Sep. 13, 2023
Capital One Services, Llc, McLean, VA (US);
Lawrence Douglas, McLean, VA (US);
Jeffrey Rule, Chevy Chase, MD (US);
Jackson Macomber, Henrico, VA (US);
Capital One Services, LLC, McLean, VA (US);
Abstract
Methods and systems for preventing unauthorized resource access. In some aspects, the system obtains, in real time, a first data stream between a user requesting access to resources in a user account and an agent. The system processes, using a first machine learning model, the first data stream to generate a confidence score. If the confidence score exceeds a threshold, the system generates a sandbox context configured to simulate output indicative of successful resource access. The system obtains a second data stream for the sandbox context and processes it using a second machine learning model to determine whether the communication between the agent and the user was malicious. If the communication was not malicious, the system removes the user account from the sandbox context and effects grant of resource access. Otherwise, the system reports the agent and the user account for further processing for attempts to obtain unauthorized user access.