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The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Patent No.:

US 11222114 B1

PDFFull Text
Date of Patent:
Jan. 11, 2022

Filed:

Aug. 01, 2018

Time and frequency domain analysis of bytecode for malware detection

Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Bar Haim, Ashqelon, IL;

Eitan Menahem, Be'er Sheva, IL;

Assignee:

International Business Machines Corporation, Armonk, NY (US);

Attorney:

Stephen R. Yoder

Primary Examiner:

Farid Homayounmehr

Assistant Examiner:

Zhimei Zhu

Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06K 9/62 (2006.01); G10L 19/02 (2013.01); G06N 20/00 (2019.01); G06F 16/178 (2019.01); G06K 9/00 (2006.01);
U.S. Cl.
CPC ...
G06F 21/565 (2013.01); G06F 16/1794 (2019.01); G06F 21/562 (2013.01); G06K 9/00523 (2013.01); G06K 9/6267 (2013.01); G06N 20/00 (2019.01); G10L 19/02 (2013.01);
Abstract

A method, computer program product and computer system are provided. A processor retrieves a target file for inspection of malware. A processor converts the target file to a time domain format. A processor determines one or more time-frequency domain features of the converted target file. A processor generates a malicious classification for the target file based on the one or more time-frequency domain features of the converted target file and one or more classification models.

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Haim, Bar. (2022). Time and frequency domain analysis of bytecode for malware detection (U.S. Patent No. 11222114). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11222114

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