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:
Sep. 23, 2025
Filed:
Oct. 10, 2022
Block, Inc., San Francisco, CA (US);
Hashiam Kadhim, Scarborough, CA;
Cole Clifford, Stirling, CA;
Block, Inc., Oakland, CA (US);
Abstract
In particular embodiments, techniques include a computer-implemented method including monitoring a plurality of real-time streams of content and a plurality of transactions in real-time. A machine-learning model trained to detect fraudulent transaction activity is used to determine that one or more of the real-time streams are associated with fraudulent transaction activity based on input corresponding to the monitored real-time streams and plurality of transactions. A request is received from a user device of a first user to initiate a transaction on behalf of the first user and it is determined that a characteristic of the requested transaction is indicative of a fraudulent transaction associated with the fraudulent transaction activity associated with one or more of the real-time streams. In response, processing of the requested transaction is modified.