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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.:

US 12081576 B1

PDFFull Text
Date of Patent:
Sep. 03, 2024

Filed:

Apr. 30, 2021

Systems and methods for improved cybersecurity named-entity-recognition considering semantic similarity

Applicants:

Kazuaki Kashihara, Mesa, AZ (US);

Jana Shakarian, Chandler, AZ (US);

Inventors:

Kazuaki Kashihara, Mesa, AZ (US);

Jana Shakarian, Chandler, AZ (US);

Assignees:

Arizona Board of Regents on Behalf of Arizona State University, Tempe, AZ (US);

Cyber Reconnaissance, Inc., Tempe, AZ (US);

Attorney:

POLSINELLI PC

Primary Examiner:

Cheng-Feng Huang

Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06F 18/21 (2023.01); G06F 18/213 (2023.01); G06F 18/22 (2023.01); G06F 21/12 (2013.01); G06F 21/57 (2013.01); G06F 40/295 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1433 (2013.01); G06F 18/213 (2023.01); G06F 18/217 (2023.01); G06F 18/22 (2023.01); G06F 21/128 (2013.01); G06F 21/577 (2013.01); G06F 40/295 (2020.01); G06N 20/00 (2019.01);
Abstract

A computer-implemented system implements a named entity recognition (NER) model trained for automatic dataset labeling and corpus generation for cybersecurity entities. The NER model includes a semantic similarity measure to determine which category an unclassified/unlabeled word such as an ambiguous keyword with more than one meaning should belong to based on the semantic similarity of an entire sentence.

Find Patent Forward Citations

Kashihara, Kazuaki. (2024). Systems and methods for improved cybersecurity named-entity-recognition considering semantic similarity (U.S. Patent No. 12081576). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12081576

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