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:
Jan. 17, 2023

Filed:

May. 06, 2020
Applicant:

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

Inventor:

Kelly Nicole Ryver, Roswell, GA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06F 21/57 (2013.01); G06N 10/00 (2022.01); G06N 20/00 (2019.01); G06F 17/16 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06F 17/16 (2013.01); G06N 10/00 (2019.01); G06N 20/00 (2019.01);
Abstract

Embodiments are disclosed for a method for a security model. The method includes generating a Bloch sphere based on a system information and event management (SIEM) of a security domain and a structured threat information expression trusted automated exchange of indicator information. The method also includes generating a quantum state probabilities matrix based on the Bloch sphere. Further, the method includes training a security threat model to perform security threat classifications based on the quantum state probabilities matrix. Additionally, the method includes performing a machine learning classification of the security domain based on the quantum state probabilities matrix.


Find Patent Forward Citations

Ryver, Kelly. (2023). Quantum computing machine learning for security threats (U.S. Patent No. 11558403). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11558403

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

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