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:
Jul. 05, 2022

Filed:

Feb. 28, 2020
Applicant:

Cylance Inc., Irvine, CA (US);

Inventors:

Jian Luan, Irvine, CA (US);

Derek A. Soeder, Irvine, CA (US);

Assignee:

Cylance Inc., San Ramon, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); H04L 9/40 (2022.01); G06N 3/04 (2006.01); G06N 20/00 (2019.01); G06F 21/56 (2013.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06F 21/565 (2013.01); G06F 21/566 (2013.01); G06N 3/04 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); H04L 63/145 (2013.01);
Abstract

Systems, methods, and articles of manufacture, including computer program products, are provided for classification systems and methods using modeling. In some example embodiments, there is provided a system that includes at least one processor and at least one memory including program code which when executed by the at least one memory provides operations. The operations can include generating a representation of a sequence of sections of a file and/or determining, from a model including conditional probabilities, a probability for each transition between at least two sequential sections in the representation. The operations can further include classifying the file based on the probabilities for each transition.


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