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.:
Date of Patent:
Dec. 14, 2021
Filed:
Jun. 25, 2018
Applicant:
Ctilab Co., Ltd., Seoul, KR;
Inventor:
Hong Yeon Cho, Suwon-si, KR;
Assignee:
CTILAB CO., LTD., Seoul, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06K 9/32 (2006.01); G06K 9/62 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 21/562 (2013.01); G06K 9/3233 (2013.01); G06K 9/6247 (2013.01); G06K 9/6257 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01);
Abstract
An AI-based malware detection method is provided. The method includes inputting malware binary data, extracting metadata from the inputted malware binary data, converting the extracted metadata into image data, and training a neural network on the converted image data to classify malware. Malware binary data can be effectively classified by converting the binary data to image data and analyzed through deep learning-based image models. In addition, results from the AI detection algorithm technology can be displayed visually for easy interpretation.