AUTOMATICALLY GROUPING MALWARE BASED ON ARTIFACTS

Patent №

US 10,230,749

Granted

2019-03-12

Filed 2016

Owner

PALO ALTO NETWORKS, INC.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15056976

Techniques for automatically grouping malware based on artifacts are disclosed. In some embodiments, a system, process, and/or computer program product for automatically grouping malware based on artifacts includes receiving a plurality of samples for performing automated malware analysis to generate log files based on the automated malware analysis; processing the log files to extract features associated with malware; clustering the plurality of samples based on the extracted features; and performing an action based on the clustering output.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareH04L 63/1425G06F 21/552G06F 21/56G06F 21/562G06F 21/566G06N 5/01G06N 20/00H04L 63/0254+1 more

AI classification

Machine learning1.00
Planning0.97
Natural language0.87
Vision0.76
AI hardware0.74
Knowledge representation0.72
Evolutionary computation0.01
Speech0.00

Ownership

PALO ALTO NETWORKS, INC.

assignment · 386080271

Assignors

ROSTAMI-HESARSORKH, SHADI, VASUDEVAN, SUDARSHAN, HEWLETT, WILLIAM REDINGTON, II, ROSTAMABADI, FARSHAD

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

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