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:
May. 28, 2024

Filed:

Jan. 31, 2023
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Eleanor Catherine Quint, Lincoln, NE (US);

Jugal Parikh, Sammamish, WA (US);

Mariusz Hieronim Jakubowski, Bellevue, WA (US);

Nitin Kumar Goel, Bothell, WA (US);

Douglas J Hines, Kenmore, WA (US);

Cristian Craioveanu, Sammamish, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 3/043 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
H04L 63/1483 (2013.01); G06N 3/043 (2023.01); G06N 3/084 (2013.01);
Abstract

Generally discussed herein are devices, systems, and methods for improving phishing webpage content detection. A method can include identifying first webpage content comprises phishing content, determining, using a reinforcement learning (RL) agent, at least one action, generating, based on the determined at least one action and the identified first webpage content, altered first webpage content, identifying that the altered first webpage content is benign, generating, based on the determined at least one action and second webpage content, altered second webpage content, and training, based on the altered second webpage content and a corresponding label of phishing, a phishing detector.


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