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:
Mar. 10, 2026

Filed:

Mar. 21, 2024
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Gary I. Givental, Bloomfield Hills, MI (US);

Carmen-Gabriela Stefanita, Boston, MA (US);

Leszek Adamiak, Miami Beach, FL (US);

Nicholson Naveen Eugene Paccelli, Wrocław, PL;

Amita Edara, Johns Creek, GA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06N 20/00 (2019.01); H04L 63/1441 (2013.01);
Abstract

A method, computer program product, and computer system are provided for cybersecurity incident investigation automation. A potential cybersecurity threat is identified and categorized by a machine learning model. Evidence associated with the potential cybersecurity threat is gathered by the machine learning model. The potential cybersecurity threat is evaluated by the machine learning model based on the gathered evidence. A recommendation corresponding to one or more actions to take in response to the potential cybersecurity threat is provided by the machine learning model to a cybersecurity analyst. The machine learning model performs a follow-up action in response to the potential cybersecurity threat based on input from the cybersecurity analyst.


Find Patent Forward Citations

Givental, Gary. (2026). Cybersecurity incident investigation automation using natural language training (U.S. Patent No. 12574394). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12574394

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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