LEVERAGING BEHAVIOR-BASED RULES FOR MALWARE FAMILY CLASSIFICATION

Patent №

US 10,176,321

Granted

2019-01-08

Filed 2015

Owner

EBRYX (PRIVATE) LIMITED

+1 more

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14967180

According to one embodiment, a malware classification scheme operating with an electronic device, configured with one or more hardware processors and a memory that stores the software handling the malware classification scheme that is conducted through analysis of behavior-based rules, is described. This malware classification scheme (i) conducts a determination whether a sequence of rules correspond to potential malicious behaviors detected during analysis of a malware sample within one or more virtual machines, and in response to determining that the sequence of rules corresponds to potential malicious behaviors, (ii) conducts an attempt to classify the malware sample to at least one known malware family based on an analysis of the sequence of rules.

Machine learningG06F 21/561G06F 21/566

AI classification

Machine learning0.60
Natural language0.08
AI hardware0.05
Knowledge representation0.03
Evolutionary computation0.01
Vision0.01
Planning0.00
Speech0.00

Ownership

EBRYX (PRIVATE) LIMITED

assignment · 372760841

FIREEYE, INC.

assignment · 372760847

Assignors

ABBASI, FAHIM H., SALAM, ABDUL, SHAHZAD, FARRUKH, EBRYX (PRIVATE) LIMITED

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

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