DETECTION AND CLASSIFICATION OF EXPLOIT KITS

Patent №

US 9,825,976

Granted

2017-11-21

Filed 2015

Owner

FIREEYE, INC.

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14871830

A non-transitory computer readable storage medium having stored thereon instructions executable by a processor to perform operations including: responsive to determining that a correlation between a representation of the first portion of network traffic and a representation of a known exploit kit results in a score above a first prescribed score value, classifying the representation of the first portion of the received network traffic into an exploit kit family corresponding to the representation the known exploit kit; and responsive to determining that the score is below the first prescribed score value and above a second prescribed score value, (i) analyzing the representation of the first portion of the received network traffic, and (ii) processing, within a virtual machine, a second portion of the received network traffic to determine whether processing of the received network traffic results in behavior indicative of an exploit kit is shown.

Machine learningKnowledge representationAI hardwareH04L 63/1416G06F 21/554G06F 21/566H04L 63/1425G06N 20/00

AI classification

AI hardware0.98
Machine learning0.96
Knowledge representation0.88
Natural language0.13
Vision0.01
Evolutionary computation0.00
Planning0.00
Speech0.00

Ownership

FIREEYE, INC.

assignment · 397600043

Assignors

GOMEZ, JOSHUA LEWIS, SINGH, ABHISHEK

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

From the same owner

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