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:
Jun. 16, 2026

Filed:

Nov. 29, 2023
Applicant:

Zscaler, Inc., San Jose, CA (US);

Inventors:

Manikya Bardhan, Bengaluru, IN;

Raimi Shah, Austin, TX (US);

Chenhui Hu, Boston, MA (US);

Hanchen Xiong, London, GB;

Nikhil Saini, Bengaluru, IN;

Aayush Kumar, Bengaluru, IN;

Assignee:

Zscaler, Inc., San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/40 (2020.01); G06F 9/451 (2018.01); G06F 21/54 (2013.01); G06F 40/284 (2020.01); G06N 5/043 (2023.01); H04L 9/40 (2022.01); H04L 41/16 (2022.01); H04L 43/062 (2022.01);
U.S. Cl.
CPC ...
G06F 40/40 (2020.01); G06F 9/453 (2018.02); G06F 21/54 (2013.01); G06F 40/284 (2020.01); G06N 5/043 (2013.01); H04L 41/16 (2013.01); H04L 43/062 (2013.01); H04L 63/102 (2013.01);
Abstract

Systems and methods for utilizing Large Language Models (LLMs) for improving machine learning models in network and computer security include obtaining tabular data related to an aspect of networking and computer security; converting the tabular data to natural language for each row in the tabular data; inputting the natural language for each row in the tabular data into a Large Language Model (LLM); obtaining an output from the LLM for each row in the tabular data with embedded data therewith; and utilizing the output to train a machine learning model related to the aspect of networking and computer security.


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