← USPTO Patent Applications

FAKE E-SHOP DETECTION

Application US20260081892A1 Kind: A1 Mar 19, 2026

Inventors

Mantas BRILIAUSKAS, Vykintas MAKNICKAS, Artur LAGUTIN

Abstract

A method, apparatus, and system for website filtering includes a processor and a memory having stored therein at least programs or instructions executable by the processor to cause the system to load HTML content of a requested website, extract website indicators from the loaded HTML content, perform feature engineering on the extracted website indicators, filter the website by applying a machine learning model trained to analyze the engineered website indicators to predict whether a resource of the website is associated with a fake e-shop, and if it is determined that a resource of the requested website is associated with a fake e-shop, generate and transmit a website filter determination that the resource of the website is associated with a fake e-shop.

CPC Classifications

H04L 63/0236 G06N 20/00 H04L 63/0263 H04L 63/1416

Filing Date

2025-11-21

Application No.

19396855