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:
Jul. 15, 2025

Filed:

Aug. 23, 2018
Applicant:

Visa International Service Association, San Francisco, CA (US);

Inventors:

Ajit Gaddam, Foster City, CA (US);

Ara Jermakyan, Northridge, CA (US);

Pushkar Joglekar, Emeryville, CA (US);

Assignee:

Visa International Service Association, San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 21/55 (2013.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 21/554 (2013.01); G06N 20/10 (2019.01); G06F 2221/2133 (2013.01);
Abstract

Methods and systems for inducing model shift in a malicious computer's machine learning model is disclosed. A data processor can determine that a malicious computer uses a machine learning model with a boundary function to determine outcomes. The data processor can then generate transition data intended to shift the boundary function and then provide the transition data to the malicious computer. The data processor can repeat generating and providing the transition data, thereby causing the boundary function to shift over time.


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