METHOD AND APPARATUS FOR MODELING COMPUTER PROGRAM BEHAVIOUR FOR BEHAVIOURAL DETECTION OF MALICIOUS PROGRAM

Patent №

US 8,713,680

Granted

2014-04-29

Filed 2008

Owner

SAMSUNG ELECTRONICS CO., LTD

+1 more

Lab

AI components

1

hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12106144

A method and apparatus for modeling a behavior of a computer program that is executed in a computer system is described. The method and apparatus for modeling a behavior of a computer program may be used to detect a malicious program based on the behavior of the computer program. A method includes collecting system use information about resources of the computer system the computer program uses; extracting a behavior signature of the computer program from the collected system use information; and encoding the extracted behavior signature to generate a behavior vector. As a result, behaviors of a particular computer program may be modeled to enable a malicious program detection program and to determine whether the computer program is either normal or malicious.

AI hardwareG06F 21/55G06F 21/552G06F 21/57

AI classification

AI hardware1.00
Machine learning0.32
Natural language0.03
Knowledge representation0.01
Vision0.01
Planning0.01
Speech0.00
Evolutionary computation0.00

Ownership

SAMSUNG ELECTRONICS CO., LTD

assignment · 208670859

THE REGENTS OF THE UNIVERSITY OF MICHIGAN

assignment · 208670859

Assignors

PARK, TAEJOON, SHIN, KANG GEUN, HU, XIN, BOSE, ABHIJIT

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

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