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.:
Date of Patent:
Dec. 16, 2025
Filed:
Jul. 15, 2022
Applicant:
Cisco Technology, Inc., San Jose, CA (US);
Inventors:
Michael Roytman, Chicago, IL (US);
Edward Thayer Bellis, Iv, Evanston, IL (US);
Assignee:
CISCO TECHNOLOGY, INC., San Jose, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/55 (2013.01); G06F 16/334 (2025.01); G06F 16/353 (2025.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06F 21/554 (2013.01); G06F 16/3344 (2019.01); G06F 16/353 (2019.01); G06N 5/022 (2013.01); G06F 2221/031 (2013.01);
Abstract
In one embodiment, a method includes receiving a historical text document that is associated with a breach event. The method also includes searching for an attack tactic within the historical text document using a machine learning algorithm. The method further includes generating a probability that the attack tactic exists within the historical text document, comparing the probability to a predetermined probability threshold, and categorizing the historical text document based on the probability.