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:

May. 31, 2023
Applicant:

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

Inventors:

Tyler Feener, Toronto, CA;

Eric Loui, Bethesda, MD (US);

Stefan Stein, Cologne, DE;

Arnaud Wald, Grenoble, FR;

Tanya Widen, Maikammer, DE;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/31 (2019.01); G06F 16/3329 (2025.01); G06F 16/35 (2019.01);
U.S. Cl.
CPC ...
G06F 16/35 (2019.01); G06F 16/313 (2019.01); G06F 16/325 (2019.01); G06F 16/3329 (2019.01);
Abstract

A system and method of detecting malicious activity in emails using pattern recognition. The method includes maintaining a plurality of associations between a plurality of emails and a plurality of multi-dimensional (MD) vectors of the plurality of emails. Each association is between a respective email of the plurality of emails and a respective MD vector of the plurality of MD vectors that corresponds to the respective email. The method includes identifying, based on one or more keywords, a set of MD vectors of the plurality of MD vectors. The method includes selecting, based on the plurality of associations, a set of emails associated with the set of MD vectors. The method includes generating, by a processing device, based on the set of emails or the set of MD vectors, a set of clusters to represent patterns in the set of emails.


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