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:
Jun. 30, 2020
Filed:
Feb. 28, 2018
Applicant:
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Inventors:
Assignee:
MICROSOFT TECHNOLOGY LICENSING, LLC, Redmond, WA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/55 (2013.01); G06N 3/08 (2006.01); G06F 16/33 (2019.01); G06F 21/56 (2013.01); G06N 3/04 (2006.01); H04L 29/06 (2006.01); G06F 40/289 (2020.01); H04W 12/12 (2009.01);
U.S. Cl.
CPC ...
G06F 21/554 (2013.01); G06F 16/3347 (2019.01); G06F 21/552 (2013.01); G06F 21/562 (2013.01); G06F 40/289 (2020.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); H04L 63/1416 (2013.01); G06F 2221/034 (2013.01); H04L 63/14 (2013.01); H04W 12/12 (2013.01);
Abstract
Malicious computer behavior is detected automatically based on a user session. A user session comprising a sequence of process events is identified and a text-based representation is generated, wherein process events correspond to words and a sequence of words corresponds to a sentence. Subsequently, a text-based classifier classifies the session as malicious or non-malicious based on the sequence of events within the session in the text representation.