PROFILING CYBER THREATS DETECTED IN A TARGET ENVIRONMENT AND AUTOMATICALLY GENERATING ONE OR MORE RULE BASES FOR AN EXPERT SYSTEM USABLE TO PROFILE CYBER THREATS DETECTED IN A TARGET ENVIRONMENT

Patent №

US 9,503,472

Granted

2016-11-22

Filed 2014

Owner

CYBERLYTIC LIMITED

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14562541

A computer implemented method of profiling cyber threats detected in a target environment, comprising: receiving, from a Security Information and Event Manager (SIEM) monitoring the target environment, alerts triggered by a detected potential cyber threat, and, for each alert: retrieving captured packet data related to the alert; extracting data pertaining to a set of attributes from captured packet data triggering the alert; applying fuzzy logic to data pertaining to one or more of the attributes to determine values for one or more output variables indicative of a level of an aspect of risk attributable to the cyber threat.

Machine learningKnowledge representationPlanningAI hardwareH04L 63/1433G06F 21/552G06F 21/577G06N 5/048G06N 7/023H04L 63/1425H04L 63/1466

AI classification

Planning1.00
Machine learning1.00
AI hardware0.98
Knowledge representation0.94
Vision0.02
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

CYBERLYTIC LIMITED

assignment · 346690036

Assignors

LAIDLAW, STUART, HAROLD, ST JOHN, HILLICK, MARK, SYFI SOLUTIONS LIMITED, KYBEIRE LTD

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

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