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:
Oct. 08, 2024

Filed:

Sep. 26, 2023
Applicant:

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

Inventors:

Changsha Ma, Campbell, CA (US);

Nirmal Singh, Mohali, IN;

Naveen Selvan, Mohali, IN;

Tarun Dewan, Mohali, IN;

Uday Pratap Singh, Mohali, IN;

Deepen Desai, San Ramon, CA (US);

Bharath Meesala, Bengaluru, IN;

Rakshitha Hedge, Bengaluru, IN;

Parnit Sainion, Morgan Hill, CA (US);

Shashank Gupta, Sunnyvale, CA (US);

Narinder Paul, Sunnyvale, CA (US);

Rex Shang, Los Altos, CA (US);

Howie Xu, Palo Alto, CA (US);

Assignee:

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

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06F 21/53 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/565 (2013.01); G06F 21/53 (2013.01); G06N 20/00 (2019.01); G06F 2221/033 (2013.01);
Abstract

Systems and methods include performing inline monitoring of production traffic between users, the Internet, and cloud services via a cloud-based system; utilizing a trained machine learning model to inspect static properties of files in the production traffic; and classifying the traffic as one of malicious or benign based on the trained machine learning model.


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