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. 24, 2026

Filed:

Oct. 14, 2022
Applicant:

Darktrace Holdings Limited, Cambridge, GB;

Inventors:

Thomas Jenkinson, Ashford, GB;

David Sansom, Cambridge, GB;

Maximilian Heinemeyer, Lower Saxony, DE;

Jack Stockdale, Cambridge, GB;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06F 18/232 (2023.01); G06F 21/55 (2013.01); H04L 43/045 (2022.01); H04L 51/224 (2022.01);
U.S. Cl.
CPC ...
H04L 63/1441 (2013.01); G06F 18/232 (2023.01); G06F 21/554 (2013.01); G06F 21/556 (2013.01); H04L 43/045 (2013.01); H04L 63/14 (2013.01); H04L 63/1416 (2013.01); H04L 63/1425 (2013.01); H04L 63/1433 (2013.01); H04L 51/224 (2022.05); H04L 63/20 (2013.01);
Abstract

The endpoint agent detects a cyber threat on an end-point computing device. The endpoint agent on the computing device has a communications module that communicates with a cyber defense appliance. A collections module monitors and collects pattern of life data on processes executing on the end-point computing-device and users of the end-point computing-device. The communications module sends the pattern of life data to the cyber defense appliance installed on a network. The cyber defense appliance at least contains one or more machine-learning models to analyze the pattern of life data for each endpoint agent connected to that cyber defense appliance. The endpoint agent and the cyber defense appliance may trigger one or more actions to be autonomously taken to contain a detected cyber threat when a cyber-threat risk score is indicative of a likelihood of a cyber-threat is equal to or above an actionable threshold.


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