GENERATING MODELS FOR PERFORMING INLINE MALWARE DETECTION

Patent №

US 11,636,208

Granted

2023-04-25

Filed 2019

Owner

PALO ALTO NETWORKS, INC.

Lab

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16517465

Generating models usable by data appliances to perform inline malware analysis is disclosed. A set of features, including a plurality of n-grams, extracted from a set of files is received. A reduced set of features is determined that includes at least some of the plurality of n-grams. The reduced set of features is used to generate a model usable by a data appliance to perform inline malware analysis.

Machine learningNatural languageKnowledge representationAI hardwareG06F 21/562G06F 21/567G06F 21/565G06F 21/566G06N 20/00G06F 2221/034G06N 5/01G06N 20/20

AI classification

Natural language1.00
Machine learning1.00
AI hardware0.97
Knowledge representation0.95
Evolutionary computation0.31
Planning0.03
Speech0.00
Vision0.00

Ownership

PALO ALTO NETWORKS, INC.

assignment · 503300841

Assignors

HEWLETT, WILLIAM REDINGTON, II, DENG, SUIQIANG, YANG, SHENG, LAM, HO YU

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

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