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. 04, 2025
Filed:
Dec. 27, 2022
Paypal, Inc., San Jose, CA (US);
Zhe Chen, Singapore, SG;
Jiyi Zhang, Singapore, SG;
Hewen Wang, Singapore, SG;
Panpan Qi, Singapore, SG;
Quan Jin Ferdinand Tang, Singapore, SG;
Solomon kok how Teo, Singapore, SG;
Yuzhen Zhuo, Singapore, SG;
Mandar Ganaba Gaonkar, Fremont, CA (US);
Fei Pei, San Jose, CA (US);
Omkumar Mahalingam, San Jose, CA (US);
PAYPAL, INC., San Jose, CA (US);
Abstract
Methods and systems are presented for bot detection. A movement of a pointing device is tracked via a graphical user interface (GUI) of an application executable at a user device. Movement data associated with different locations of the pointing device within the GUI is obtained. The movement data is mapped to functional areas corresponding to a range of the different locations of the pointing device within the GUI over consecutive time intervals. At least one vector representing a sequence of movements for at least one trajectory of the pointing device through one or more of the functional areas and a duration the pointing device stays within each functional area is generated. At least one trained machine learning model is used to determine whether the sequence of movements of the pointing device was produced through human interaction with the pointing device by an actual user of the user device.