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. 16, 2024

Filed:

Jul. 18, 2022
Applicant:

Ncr Corporation, Atlanta, GA (US);

Inventors:

Alexander William Whytock, Blairgowrie, GB;

Rajveer Singh, Kirkcaldy, GB;

Gregory Brookes, Glasgow, GB;

Assignee:

NCR Alleos Corporation, Atlanta, GA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 7/00 (2006.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06K 7/0021 (2013.01); G06K 7/0091 (2013.01); G06N 3/045 (2023.01);
Abstract

A system for detecting mounting of a card skimmer at an automated teller machine receives detection data from sensors. The system converts the detection data from the time domain to the frequency domain using a wavelet transform to generate a wavelet matrix of coefficients. The system includes a convolutional neural network model to identify features in the wavelet matrix. The system generates a rain alert signal based on the identified features. The system includes a long short-term memory recurrent neural network model to determine a sequence of (i) an idle state, (ii) a hand approach state, and (iii) a card skimmer mounting state based on the detection data. The system generates a tamper alert signal based on the sequence determination.


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