SYSTEM AND METHOD FOR RUN-TIME OBJECT CLASSIFICATION

Patent №

US 9,747,446

Granted

2017-08-29

Filed 2014

Owner

FIREEYE, INC.

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14228094

One embodiment of an electronic device comprises a processor and a memory accessible by the processor. The memory comprises virtual execution logic and run-time classifier logic. The virtual execution logic includes at least one virtual machine that is configured to virtually process content within an object under analysis and monitor for anomalous behaviors during the virtual processing that are indicative of malware. The run-time classifier logic performs, during run-time, a first analysis on the monitored anomalous behaviors and a pre-stored identifier to determine if the monitored anomalous behaviors indicate that the object is malware belonging to a classified malware family. The pre-stored identifier is a collection of data associated with anomalous behaviors that uniquely identify the malware family.

AI classification

Machine learning1.00
AI hardware0.95
Vision0.85
Knowledge representation0.71
Evolutionary computation0.13
Planning0.04
Natural language0.01
Speech0.00

Ownership

FIREEYE, INC.

assignment · 330420775

Assignors

PIDATHALA, VINAY K., BU, ZHENG, AZIZ, ASHAR

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

From the same owner

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