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:
Sep. 12, 2023

Filed:

May. 04, 2023
Applicants:

Abhishek Bhattarai, Miami, FL (US);

Maryna Veksler, Miami, FL (US);

Ahmet Kurt, Miami, FL (US);

Abdulhadi Sahin, Miami, FL (US);

Kemal Akkaya, Miami, FL (US);

Inventors:

Abhishek Bhattarai, Miami, FL (US);

Maryna Veksler, Miami, FL (US);

Ahmet Kurt, Miami, FL (US);

Abdulhadi Sahin, Miami, FL (US);

Kemal Akkaya, Miami, FL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/043 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/043 (2023.01);
Abstract

Systems, methods, and frameworks for detecting cryptocurrency wallet artifacts in a file system of a device are provided. The cryptocurrency wallet artifacts can be automatically detected and can include: (i) cryptocurrency wallet application folders; (ii) images containing cryptocurrency artifacts (e.g., mnemonics phrases and/or transactions information); and/or (iii) web browsers artifacts (e.g., cache data, credentials, cookies, and/or bookmarks). This information can be analyzed and extracted using machine learning (ML), natural language processing (NLP), a convolution neural network (CNN), a recurrent neural network (RNN), and/or a string search algorithm.


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