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:
Jan. 07, 2025
Filed:
Jan. 03, 2022
Applicant:
Zscaler, Inc., San Jose, CA (US);
Inventors:
Alexander Frazier, San Jose, CA (US);
Dianhuan Lin, Sunnyvale, CA (US);
Amir Levy, San Jose, CA (US);
Amanda Carter, Dyrham, GB;
Piyush Gour, Bangalore, IN;
Assignee:
Zscaler, Inc., San Jose, CA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/173 (2006.01); H04L 41/16 (2022.01); H04L 43/04 (2022.01); H04L 43/062 (2022.01); H04L 47/2483 (2022.01);
U.S. Cl.
CPC ...
H04L 43/04 (2013.01); H04L 41/16 (2013.01); H04L 43/062 (2013.01); H04L 47/2483 (2013.01);
Abstract
Systems and methods include obtaining historical data of traffic for a plurality of locations for a cloud service; labeling the historical data as one of human and server based on a plurality of features; and utilizing the labeled historical data to train a machine learning model to classify traffic as one of human and server. The steps can further include utilizing the trained machine learning model to classify unauthenticated traffic, for the cloud service, from a specific location or a specific IP address.