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:
Feb. 10, 2026

Filed:

Apr. 03, 2025
Applicant:

Dazz, Inc., San Francisco, CA (US);

Inventors:

Eshel Yaron, Amsterdam, NL;

Barak Bercovitz, Even-Yehuda, IL;

Assignee:

Dazz, Inc., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/55 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/554 (2013.01); G06N 20/00 (2019.01); G06F 2221/034 (2013.01);
Abstract

A system and method for machine learning training. A method includes clustering cybersecurity alerts from different alert sources into clusters based on features distances between alerts. A subset of the cybersecurity alerts is selected from each cluster based on the cluster center of the cluster. Each subset is presented via a user device in order to obtain a set of user inputs with respect to each presented subset. A training set is created based on the user inputs with respect to each presented subset. The training set includes the cybersecurity alerts and corresponding training prioritizations. A prioritization machine learning model is trained to prioritize cybersecurity alerts from the plurality of alert sources using the training set.


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