ARTIFICIAL INTELLIGENCE MODELING FOR CYBER-ATTACK SIMULATION PROTOCOLS

Patent №

US 11,429,713

Granted

2022-08-30

Filed 2019

Owner

ARCHITECTURE TECHNOLOGY CORPORATION

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16256810

The methods and systems disclosed herein generally relate to automated execution and evaluation of computer network training exercises, such as in a virtual environment. A server generates a training system having a virtual attack machine and a virtual target machine where the virtual target machine is operatively controlled by a trainee computer. The server then executes a simulated cyber-attack and monitors/collects actions and responses by the trainee. The server then executes an artificial intelligence model to evaluate the trainee's action and to identify a subsequent simulated cyber-attack (e.g., a next step to the simulated cyber-attack). The server may then train the artificial intelligence model using various machine-learning techniques using the collected data during the exercise.

Machine learningPlanningG06F 21/53G06F 21/57G06F 21/552G06N 3/0499G06N 3/084G06N 3/09G06N 5/01G06N 20/20+3 more

AI classification

Machine learning1.00
Planning1.00
Knowledge representation0.42
AI hardware0.40
Speech0.23
Natural language0.05
Vision0.02
Evolutionary computation0.00

Ownership

ARCHITECTURE TECHNOLOGY CORPORATION

assignment · 481270994

Assignors

DONOVAN, MATTHEW, NICOTERA, PAUL, HOLLISTER, DAHYUN, JOYCE, ROBERT, POWERS, JUDSON

On an employer assignment, the assignors are typically the inventors.

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