HEIDI: ML ON HYPERVISOR DYNAMIC ANALYSIS DATA FOR MALWARE CLASSIFICATION

The present application discloses a method, system, and computer system for detecting malicious files. The method includes (a) receiving a sample for malware analysis, (b) applying a machine learning model to obtain a classification for the sample based at least in part on (i) memory artifact data a...

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Hauptverfasser:	Rao, Akshata Krishnamoorthy, Idrizovic, Esmid, Chhetri, Sujit Rokka, Hewlett II, William Redington, Jung, Robert, Raygoza, Daniel
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS
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creator	Rao, Akshata Krishnamoorthy Idrizovic, Esmid Chhetri, Sujit Rokka Hewlett II, William Redington Jung, Robert Raygoza, Daniel
description	The present application discloses a method, system, and computer system for detecting malicious files. The method includes (a) receiving a sample for malware analysis, (b) applying a machine learning model to obtain a classification for the sample based at least in part on (i) memory artifact data associated with the sample, and (ii) at least one of dynamic execution log data for the sample and static file structures associated with the sample, and (c) determining whether the sample is malicious based at least in part on the classification.
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subjects	CALCULATING COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS
title	HEIDI: ML ON HYPERVISOR DYNAMIC ANALYSIS DATA FOR MALWARE CLASSIFICATION
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