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.

Date of Patent:
Jan. 02, 2024

Filed:

Sep. 29, 2022
Applicant:

Zscaler, Inc., San Jose, CA (US);

Inventors:

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);

Assignee:

Zscaler, Inc., San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/00 (2013.01); G06N 20/00 (2019.01); G06F 16/901 (2019.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/9027 (2019.01); G06F 18/214 (2023.01);
Abstract

Systems and methods include receiving a trained machine learning model that has been processed with training information removed therefrom, wherein the training information is utilized in training of the trained machine learning model; monitoring traffic, inline at the node, including processing the traffic with the trained machine learning model; obtaining a verdict on the traffic based on the trained machine learning model; and performing an action on the traffic based on the verdict.


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