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:
Dec. 02, 2025

Filed:

Jun. 02, 2020
Applicant:

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

Inventors:

Deepen Desai, San Ramon, CA (US);

Zhenxiang Wang, Kenmore, WA (US);

Assignee:

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

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/95 (2019.01); G06F 16/955 (2019.01); G06F 18/214 (2023.01); G06F 21/55 (2013.01); G06F 40/289 (2020.01); G06N 20/00 (2019.01); H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
G06F 16/955 (2019.01); G06F 18/214 (2023.01); G06F 21/55 (2013.01); G06F 40/289 (2020.01); G06N 20/00 (2019.01); H04L 63/1483 (2013.01); G06F 2221/2119 (2013.01);
Abstract

Systems and methods include obtaining a Uniform Resource Locator (URL) for a site on the Internet; analyzing the URL with a Machine Learning (ML) model to determine whether or not the site is suspicious for phishing; responsive to the URL being suspicious for phishing, loading the site to determine whether or not an associated brand of the site is legitimate or not; and, responsive to the site being not legitimate for the brand, categorizing the URL for phishing and performing a first action based thereon. The systems and methods can further include, responsive to the URL being not suspicious for phishing or the site being legitimate for the brand, categorizing the URL as legitimate and performing a second action based thereon.


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