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:
Apr. 28, 2026

Filed:

Oct. 25, 2023
Applicant:

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

Inventors:

Paul Sumedrea, Bucharest, RO;

Cristian Viorel Popa, Bucharest, RO;

Dragos Corlatescu, Ploiesti, RO;

Vasile-Daniel Sava, Vaslui, RO;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/55 (2013.01); G06F 21/00 (2013.01);
U.S. Cl.
CPC ...
G06F 21/55 (2013.01);
Abstract

An approach is provided that trains an artificial intelligence model (AIM) using training data to produce a generalized AIM, wherein the training data comprises log-collected data corresponding to multiple application types and the generalized AIM is trained to detect one or more cross-platform cybersecurity threats. The approach identifies multiple application-specific training data sets, wherein each one of the application-specific training data sets includes labeled application logs corresponding to one of the multiple application types. The approach then fine-tunes the generalized AIM using the multiple application-specific training data sets to produce multiple dedicated AIMs, wherein each one of the dedicated AIMs is trained to detect one or more application-centric cybersecurity threats targeted at a corresponding one of the application types.


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