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US Patent 11693962 Malware clustering based on function call graph similarity

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Patent
Patent
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Patent attributes

Patent Applicant
AlienVault (company)
AlienVault (company)
0
Current Assignee
AlienVault (company)
AlienVault (company)
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
116939620
Date of Patent
July 4, 2023
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Patent Application Number
172402840
Date Filed
April 26, 2021
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Patent Citations
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US Patent 10230749 Automatically grouping malware based on artifacts
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US Patent 9165142 Malware family identification using profile signatures
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US Patent 9489516 Detection of malware using an instrumented virtual machine environment
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US Patent 9525702 Similarity search and malware prioritization
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US Patent 10437996 Classifying software modules utilizing similarity-based queries
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Patent Primary Examiner
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Joseph P Hirl
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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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