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.:

US 10885466 B1

PDF
Full Text
Expired
Date of Patent:
Jan. 05, 2021

Filed:

Apr. 13, 2017
Applicants:

Nec Europe Ltd., Heidelberg, DE;

Telefonica I+d, Barcelona, ES;

Inventors:

Roberto Gonzalez Sanchez, Heidelberg, DE;

Claudio Soriente, Barcelona, ES;

Nikolaos Laoutaris, Barcelona, ES;

Assignees:

NEC CORPORATION, Tokyo, JP;

TELEFONICA I+D, Barcelona, ES;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/26 (2006.01); G06N 99/00 (2019.01); G06N 20/00 (2019.01); G06Q 30/02 (2012.01); H04L 29/08 (2006.01); H04L 12/24 (2006.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06Q 30/0242 (2013.01); H04L 41/16 (2013.01); H04L 43/026 (2013.01); H04L 43/12 (2013.01); H04L 67/02 (2013.01); H04L 67/22 (2013.01);
Abstract

A method for determining an identity of a URL visited by a user from a vantage point in a network in which network traffic is encrypted includes determining a host to model, generating a list of URLs hosted by the host to model, repeatedly retrieving web resources referenced by the list of URLs hosted by the host to model and generating a network traffic signature upon each retrieval, generating a data feature for each of the generated network traffic signatures, and training, using the generated data features, a classifier corresponding to the host to model, wherein the classifier is configured to determine an identity of the visited URL from a signature of network traffic produced by the retrieval of a resource referenced by the visited URL.


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