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.

Date of Patent:
Sep. 01, 2020

Filed:

Oct. 17, 2018
Applicant:

Denso International America, Inc., Southfield, MI (US);

Inventor:

Gopalakrishnan Iyer, Santa Clara, CA (US);

Assignee:

Denso International America, Inc., Southfield, MI (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 8/74 (2018.01); G06N 20/00 (2019.01); G06F 8/75 (2018.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06F 8/74 (2013.01); G06F 8/75 (2013.01); G06K 9/6267 (2013.01); G06N 20/00 (2019.01);
Abstract

System, methods, and other embodiments described herein relate to an improved approach to reverse engineering binary code through the use of machine learning and image processing. In one embodiment, a method includes, in response to receiving, as an electronic input, a code segment of code that is represented in a binary format, transforming the segment into an image to visually represent the binary format of the segment. The method includes generating, as an electronic output from a classifier, a segment indicator that is based, at least in part, on the image and that specifies source code corresponding to the segment in order to reverse engineer the segment into the source code using the classifier.


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