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:
Feb. 11, 2025
Filed:
Oct. 11, 2024
Citibank, N.a., New York, NY (US);
Rongrong Zhou, Washington, DC (US);
Ganesh Babu Gopal, Coppell, TX (US);
Citibank, N.A., New York, NY (US);
Abstract
Methods and descriptions are described herein for using user-specific parameters to detect malicious activity in an interaction by a user. In particular, the system may receive user action data representing user actions for users relative to applications. The system may generate, using first user action data representing first user actions of a first user, parameters specific to the first user for determining whether interactions of the first user represent malicious activity. The system may receive, for the first user, a request for a pending interaction with a particular application. The system may then use a first user model trained on the first user action data to identify a set of parameters for identifying the malicious activity. The system may validate the request, in real time, by using the set of parameters to generate a likelihood that the request represents malicious activity.