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. 23, 2024
Filed:
Sep. 12, 2023
Sift Science, Inc., San Francisco, CA (US);
Kostyantyn Gurnov, San Francisco, CA (US);
Wei Liu, San Francisco, CA (US);
Nicholas Benavides, San Francisco, CA (US);
Volha Leusha, San Francisco, CA (US);
Yanqing Bao, San Francisco, CA (US);
Louie Zhang, San Francisco, CA (US);
Irving Chen, San Francisco, CA (US);
Logan Davis, San Francisco, CA (US);
Andy Cai, San Francisco, CA (US);
Sift Science, Inc., San Francisco, CA (US);
Abstract
A method for machine learning-based detection of an automated fraud or abuse attack includes: identifying, via a computer network, a digital event associated with a suspected automated fraud or abuse attack; composing, via one or more computers, a digital activity signature of the suspected automated fraud or abuse attack based on digital activity associated with the suspected automated fraud or abuse attack; computing, via a machine learning model, an encoded representation of the digital activity signature; searching, via the one or more computers, an automated fraud or abuse signature registry based on the encoded representation of the digital activity signature; determining a likely origin of the digital event based on the searching of the automated fraud or abuse signature registry; and selectively implementing one or more automated threat mitigation actions based on the likely origin of the digital event.