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:
Mar. 17, 2026

Filed:

Mar. 28, 2024
Applicant:

Fortinet, Inc., Sunnyvale, CA (US);

Inventors:

Farshiya Meharunnisa, Bangalore, IN;

Sudheer Nagurla, Bangalore, IN;

Assignee:

Fortinet, Inc., Sunnyvale, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
H04L 63/1483 (2013.01);
Abstract

A user behavior training model is generated, using machine learning, from tracking a plurality of trusted users for interactions with respect to a plurality of monitored phishing e-mails. When a unique phishing attack is detected from an incoming email, a new campaign is initiated. A unique phishing attack email that is modified by the user behavior model is generated for each user. In particular, a first test phishing e-mail for a first user is modified based on interactions tracked for the first user and a second test phishing e-mail for a second user is modified based on interactions tracked for the second user. Based on responses to the plurality of test phishing emails, a plurality of custom training videos is generated. A first training video is modified based on a response from the first user and a second training video is modified based on a response from the second user.


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Meharunnisa, Farshiya. (2026). Training trusted users of an enterprise network for phishing attacks on a per-user basis (U.S. Patent No. 12580961). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12580961

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