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:
Feb. 17, 2026

Filed:

Nov. 21, 2022
Applicant:

Darktrace Holdings Limited, Cambridge, GB;

Inventors:

Simon Fellows, Cambridge, GB;

Jack Pearson, Northumberland, GB;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); H04L 41/16 (2022.01); H04W 12/122 (2021.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); H04L 41/16 (2013.01); H04L 63/1408 (2013.01); H04L 63/1416 (2013.01); H04L 63/1441 (2013.01); H04L 63/20 (2013.01); H04W 12/122 (2021.01);
Abstract

The cyber security appliance can include many AI models and modules working together including self-learning models that use unsupervised machine learning algorithms to model different entities in the telecommunications network via modelling their normal behavior and an assessment module. The assessment module can cooperate with the self-learning models that model the normal behavior of the communications and activities in the control plane and/or management plane in the telecommunications network in order to assess deviations in the control plane's/management plane's normal behavior to protect the telecommunications network from a cyber threat. The self-learning models can also use unsupervised machine learning algorithms to model the normal behavior of the communications and activities in the control plane and/or management plane in the telecommunications network in order to self-learn over time of an operation of the telecommunications network to and adjust and assist in determining what is normal and what is abnormal.


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