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US Patent 10990674 Malware clustering based on function call graph similarity

Patent 10990674 was granted and assigned to AlienVault (company) on April, 2021 by the United States Patent and Trademark Office.

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Contents

Is a
Patent
Patent

Patent attributes

Patent Applicant
AlienVault (company)
AlienVault (company)
Current Assignee
AlienVault (company)
AlienVault (company)
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10990674
Date of Patent
April 27, 2021
Patent Application Number
16115012
Date Filed
August 28, 2018
Patent Citations
‌
US Patent 10230749 Automatically grouping malware based on artifacts
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US Patent 10437996 Classifying software modules utilizing similarity-based queries
Patent Citations Received
‌
US Patent 12135786 Method and system for identifying malware
0
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US Patent 11853415 Context-based identification of anomalous log data
0
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US Patent 11947572 Method and system for clustering executable files
0
Patent Primary Examiner
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J. Brant Murphy
Patent abstract

Techniques are disclosed relating to malware clustering based on function call graph similarity. In some embodiments, a computer system may access information corresponding to a plurality of malware samples and, based on the information, generate a function call graph for each of the malware samples. In some embodiments, generating the function call graph for a given malware sample includes identifying a plurality of function calls included in the information, assigning a label to each of the function calls, identifying relationships between the function calls, and generating the function call graph based on the relationships and the labels. Based on the function call graphs, the computer system may assign each of the plurality of malware samples into one of a plurality of clusters of related malware samples.

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