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:
Dec. 13, 2022

Filed:

Oct. 12, 2021
Applicant:

Tripleblind, Inc., Kansas City, MO (US);

Inventors:

Gharib Gharibi, Lenexa, KS (US);

Babak Poorebrahim Gilkalaye, Kansas City, MO (US);

Riddhiman Das, Parkville, MO (US);

Assignee:

TripleBlind, Inc., Kansas City, MO (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06F 17/16 (2006.01); H04L 9/00 (2022.01); H04L 9/06 (2006.01); G06K 9/62 (2022.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06Q 20/40 (2012.01); G06Q 30/06 (2012.01);
U.S. Cl.
CPC ...
H04L 63/0428 (2013.01); G06F 17/16 (2013.01); G06K 9/623 (2013.01); G06K 9/6267 (2013.01); G06N 3/04 (2013.01); G06N 3/082 (2013.01); G06Q 20/401 (2013.01); G06Q 30/0623 (2013.01); H04L 9/008 (2013.01); H04L 9/0625 (2013.01); G06Q 2220/00 (2013.01); H04L 2209/46 (2013.01);
Abstract

Disclosed is a process for testing a suspect model to determine whether it was derived from a source model. An example method includes receiving, from a model owner node, a source model and a fingerprint associated with the source model, receiving a suspect model at a service node, based on a request to test the suspect model, applying the fingerprint to the suspect model to generate an output and, when the output has an accuracy that is equal to or greater than a threshold, determining that the suspect model is derived from the source model. Imperceptible noise can be used to generate the fingerprint which can cause predictable outputs from the source model and a potential derivative thereof.


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