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:
Oct. 18, 2022
Filed:
Sep. 18, 2020
Zscaler, Inc., San Jose, CA (US);
Rex Shang, Los Altos, CA (US);
Dianhuan Lin, Sunnyvale, CA (US);
Changsha Ma, Campbell, CA (US);
Douglas A. Koch, Santa Clara, CA (US);
Shashank Gupta, San Jose, CA (US);
Parnit Sainion, Morgan Hill, CA (US);
Visvanathan Thothathri, Santa Clara, CA (US);
Narinder Paul, Sunnyvale, CA (US);
Howie Xu, Palo Alto, CA (US);
Zscaler, Inc., San Jose, CA (US);
Abstract
Systems and methods include training a machine learning model with data for identifying features in monitored traffic in a network; analyzing the trained machine learning model to identify information overhead therein, wherein the information overhead is utilized in part for the training; removing the information overhead in the machine learning model; and providing the machine learning model for runtime use for identifying the features in the monitored traffic, with the removed information overhead from the machine learning model.