US 11,755,958 B1
Systems and methods for detecting cryptocurrency wallet artifacts in a file system
Abhishek Bhattarai, Miami, FL (US); Maryna Veksler, Miami, FL (US); Ahmet Kurt, Miami, FL (US); Abdulhadi Sahin, Miami, FL (US); and Kemal Akkaya, Miami, FL (US)
Assigned to THE FLORIDA INTERNATIONAL UNIVERSITY BOARD OF TRUSTEES, Miami, FL (US)
Filed by Abhishek Bhattarai, Miami, FL (US); Maryna Veksler, Miami, FL (US); Ahmet Kurt, Miami, FL (US); Abdulhadi Sahin, Miami, FL (US); and Kemal Akkaya, Miami, FL (US)
Filed on May 4, 2023, as Appl. No. 18/312,081.
Int. Cl. G06N 20/00 (2019.01); G06N 3/043 (2023.01)
CPC G06N 20/00 (2019.01) [G06N 3/043 (2023.01)] 20 Claims
OG exemplary drawing
 
1. A system for detecting cryptocurrency wallet artifacts in a file system of a device, the system comprising:
a processor;
a display; and
a machine-readable medium in operable communication with the processor and the display and having instructions stored thereon that, when executed by the processor, perform the following steps:
a) searching the file system of the device using a machine learning (ML) classifier to detect cryptocurrency related applications installed on the device;
b) generating a first list of cryptocurrency related applications installed on the device based on step a);
c) analyzing images stored on the file system of the device using a neural network based model to detect cryptocurrency related images stored on the device;
d) generating a second list of cryptocurrency related images stored on the device based on step c);
e) analyzing a web browser installed on the file system of the device to detect cryptocurrency related browsing activity on the device;
f) generating a third list of cryptocurrency related browsing activity on the device based on step e); and
g) displaying, on the display via a graphical user interface stored on the machine-readable medium, the first list, the second list, and the third list.