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US Patent 11947572 Method and system for clustering executable files

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Patent
Patent
1

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
119475721
Patent Inventor Names
Ilia Sergeevich Pomerantsev1
Date of Patent
April 2, 2024
1
Patent Application Number
174864281
Date Filed
September 27, 2021
1
Patent Citations
‌
US Patent 9654593 Discovering signature of electronic social networks
1
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US Patent 10546143 System and method for clustering files and assigning a maliciousness property based on clustering
1
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US Patent 10783247 Software classification using phylogenetic techniques
1
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US Patent 10990674 Malware clustering based on function call graph similarity
1
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US Patent 11270000 Generation of file digests for detecting malicious executable files
1
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US Patent 11663405 Machine learning applications for temporally-related events
1
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US Patent 6928434 Method and system for clustering optimization and applications
1
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US Patent 7225343 System and methods for adaptive model generation for detecting intrusions in computer systems
1
...
Patent Primary Examiner
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Alexandria Y Bromell
1
CPC Code
‌
G06F 16/285
1
Patent abstract

A method and a system for clustering executable files are provided. The method comprises: obtaining a plurality of executable files; for each executable file: (i) detecting repeat sequences of commands of a predetermined length in a given executable file; (ii) determining at least one frequently occurring sequence of the repeat sequences in the given executable file; and based on the at least one frequently occurring sequence of commands, attributing the given executable file to a respective family; iteratively executing the detecting, the determining, and the attributing until one of: all of the plurality of executable files are attributed to at least one respective family, and until un-attributed files of the plurality of executable files do not contain any repeat sequences of commands; and responsive to presence of un-attributed files, attributing each of the un-attributed files of the plurality of executable files to a separate family.

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