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:
Jun. 12, 2018

Filed:

Mar. 14, 2014
Applicant:

The Trustees of Columbia University IN the City of New York, New York, NY (US);

Inventors:

Lakshminarasimhan Sethumadhavan, New York, NY (US);

Adrian Tang, New York, NY (US);

Salvatore Stolfo, New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/00 (2006.01); G06F 21/56 (2013.01); G06F 21/55 (2013.01); G06N 99/00 (2010.01); H04L 9/32 (2006.01); H04L 29/06 (2006.01);
U.S. Cl.
CPC ...
G06F 21/566 (2013.01); G06F 21/552 (2013.01); G06N 99/005 (2013.01); H04L 9/3239 (2013.01); H04L 63/0428 (2013.01); G06F 2221/034 (2013.01);
Abstract

Disclosed are devices, systems, apparatus, methods, products, media and other implementations, including a method that includes obtaining current hardware performance data, including hardware performance counter data, for a hardware device executing a first process associated with pre-recorded hardware performance data representative of the first process' normal behavior, and determining whether a malicious process is affecting performance of the first process based on a determination of an extent of deviation of the obtained current hardware performance data corresponding to the first process from the pre-recorded hardware performance data representative of the normal behavior of the first process.


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