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:
Nov. 15, 2022

Filed:

Jun. 28, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Jialong Zhang, White Plains, NY (US);

Frederico Araujo, White Plains, NY (US);

Teryl Taylor, Danbury, CT (US);

Marc Philippe Stoecklin, White Plains, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06F 17/10 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 17/10 (2013.01); G06N 3/0454 (2013.01); H04L 63/1416 (2013.01); H04L 63/1466 (2013.01); G06T 2207/20081 (2013.01);
Abstract

Decoy data is generated from regular data. A deep neural network, which has been trained with the regular data, is trained with the decoy data. The trained deep neural network, responsive to a client request comprising input data, is operated on the input data. Post-processing is performed using at least an output of the operated trained deep neural network to determine whether the input data is regular data or decoy data. One or more actions are performed based on a result of the performed post-processing.


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