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:
Nov. 04, 2014
Filed:
Mar. 29, 2012
Jidong Chen, Beijing, CN;
Derek Lin, San Mateo, CA (US);
Alon Kaufman, Bnei-Dror, IL;
Yael Villa, Tel Aviv, IL;
Jidong Chen, Beijing, CN;
Derek Lin, San Mateo, CA (US);
Alon Kaufman, Bnei-Dror, IL;
Yael Villa, Tel Aviv, IL;
EMC Corporation, Hopkinton, MA (US);
Abstract
An improved technique trains a fraud detection system to use mouse movement data as part of a user profile. Along these lines, a training apparatus receives sets of mouse movement datasets generated by a legitimate user and/or a fraudulent user. The training apparatus assigns each mouse movement dataset to a cluster according to one of several combinations of representations, distance metrics, and cluster metrics. By correlating the clusters with the origins of the mouse movement datasets (legitimate or fraudulent user), the training apparatus constructs a robust framework for detecting fraud at least partially based on mouse movement data.