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.
Patent No.:
Date of Patent:
Jul. 22, 2025
Filed:
Aug. 28, 2024
Applicant:
Crowdstrike, Inc., Sunnyvale, CA (US);
Inventors:
Assignee:
CrowdStrike, Inc., Sunnyvale, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); H04L 63/1416 (2013.01);
Abstract
Data prefiltering techniques for large scale data classification are disclosed herein. According to an implementation, a machine learning (ML) model can be trained to classify data elements. The ML model can be applied to a first data volume, resulting in determinations of data elements that belong in a relevant classification. The determined data elements can then be used to configure a prefilter. The prefilter can be applied to a second data volume to identify filtered data elements of types that are similar to the determined data elements. The filtered data elements can be provided to the ML model for classification.