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. 24, 2019

Filed:

Aug. 25, 2016
Applicants:

Angelos D. Keromytis, New York, NY (US);

Salvatore J. Stolfo, New York, NY (US);

Inventors:

Angelos D. Keromytis, New York, NY (US);

Salvatore J. Stolfo, New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06F 21/56 (2013.01); G06F 11/08 (2006.01); G06F 11/36 (2006.01); H04L 29/06 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06F 21/566 (2013.01); G06F 11/08 (2013.01); G06F 11/3688 (2013.01); G06N 7/005 (2013.01); H04L 63/1425 (2013.01); G06F 2221/033 (2013.01);
Abstract

Methods, media, and systems for detecting an anomalous sequence of function calls are provided. The methods can include compressing a sequence of function calls made by the execution of a program using a compression model; and determining the presence of an anomalous sequence of function calls in the sequence of function calls based on the extent to which the sequence of function calls is compressed. The methods can further include executing at least one known program; observing at least one sequence of function calls made by the execution of the at least one known program; assigning each type of function call in the at least one sequence of function calls made by the at least one known program a unique identifier; and creating at least part of the compression model by recording at least one sequence of unique identifiers.


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