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:
May. 06, 2025

Filed:

Jun. 08, 2022
Applicant:

Université DE Genève, Geneva, CH;

Inventors:

Svyatoslav Voloshynovskiy, Vesénaz, CH;

Olga Taran, Petit-Lancy, CH;

Joakim Tutt, Petit-Lancy, CH;

Taras Holotyak, Geneva, CH;

Assignee:
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/00 (2012.12); G06F 18/214 (2022.12); G06F 18/22 (2022.12); G06F 18/2433 (2022.12); G06F 21/64 (2012.12); G06N 20/10 (2018.12); G06N 20/20 (2018.12);
U.S. Cl.
CPC ...
G06F 21/64 (2012.12); G06F 18/214 (2022.12); G06F 18/22 (2022.12); G06F 18/2433 (2022.12); G06N 20/10 (2018.12); G06N 20/20 (2018.12);
Abstract

A method of object authentication based on digital blueprints and physical fingerprints comprising the steps of acquiring a set of training blueprints and fingerprints, training, object enrollment and object authentication. The method uses a pair of a mapper realized as an encoder and a decoder and a set of multi-metric scores originating from the decomposition of mutual information and applied to both the output of the encoder and decoder and producing a feature vector for a one-class classifier. The method is trained only on the original physical objects and does not use any fakes for reliable authentication.


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