title: ÐÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ðµ Ð¿Ð¾Ð´Ð¼ÐµÐ½Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð¾ÑÐ¿ÐµÑÐ°ÑÐºÐ¾Ð² Ð²ÐµÐ±-Ð±ÑÐ°ÑÐ·ÐµÑÐ¾Ð² Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ñ Ð°ÑÐ°ÐºÑÐµÑÐ¸ÑÑÐ¸Ðº ÑÑÑÑÐ¾Ð¹ÑÑÐ²Ð° Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»Ñ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° ÑÐ¿ÐµÑÐ¸Ð°Ð»Ð¸ÑÑÐ°
titleType: Subtitle
title: Detection of web browser fingerprint spoofing based on user device characteristic analysis
Creators: name: ÐÐµÑÐ´Ð¸ÐµÐ², Ð­Ð¼Ð¸Ð»Ñ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2025
Subjects: ÑÐ¸ÑÑÐ¾Ð²ÑÐµ Ð¾ÑÐ¿ÐµÑÐ°ÑÐºÐ¸ ÑÑÑÑÐ¾Ð¹ÑÑÐ²
Ð°Ð½Ð°Ð»Ð¸Ð· Ð¿Ð°ÑÐ°Ð¼ÐµÑÑÐ¾Ð² Ð²ÐµÐ±-Ð±ÑÐ°ÑÐ·ÐµÑÐ¾Ð²
Ð¼ÐµÑÐ¾Ð´Ñ Ð¾ÑÐµÐ½ÐºÐ¸ Ð´Ð¾Ð²ÐµÑÐ¸Ñ
Ð´ÐµÑÐµÐºÑÐ¸Ñ Ð°Ð½Ð¾Ð¼Ð°Ð»Ð¸Ð¹
Ð²ÐµÑÐ¾ÑÑÐ½Ð¾ÑÑÐ½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð· Ð´Ð°Ð½Ð½ÑÑ
device fingerprints
browser parameter analysis
trust assessment methods
anomaly detection
probabilistic data analysis

description: Ð¦ÐµÐ»ÑÑ ÑÐ°Ð±Ð¾ÑÑ ÑÐ²Ð»ÑÐµÑÑÑ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¼ÐµÑÐ¾Ð´Ð¸ÐºÐ¸ Ð¾ÑÐµÐ½ÐºÐ¸ Ð²ÐµÑÐ¾ÑÑÐ½Ð¾ÑÑÐ¸ Ð¿Ð¾Ð´Ð¼ÐµÐ½Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð¾ÑÐ¿ÐµÑÐ°ÑÐºÐ¾Ð² ÑÑÑÑÐ¾Ð¹ÑÑÐ² Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¹ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð¿Ð°ÑÐ°Ð¼ÐµÑÑÐ¾Ð² Ð²ÐµÐ±-Ð±ÑÐ°ÑÐ·ÐµÑÐ°. ÐÑÐµÐ´Ð¼ÐµÑÐ¾Ð¼ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ ÑÐ²Ð»ÑÑÑÑÑ ÑÐ²Ð»ÑÐµÑÑÑ Ð¼ÐµÑÐ¾Ð´Ð¸ÐºÐ° Ð¾ÑÐµÐ½ÐºÐ¸ Ð²ÐµÑÐ¾ÑÑÐ½Ð¾ÑÑÐ¸ Ð¿Ð¾Ð´Ð¼ÐµÐ½Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð¾ÑÐ¿ÐµÑÐ°ÑÐºÐ¾Ð² ÑÑÑÑÐ¾Ð¹ÑÑÐ² Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¹ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð¿Ð°ÑÐ°Ð¼ÐµÑÑÐ¾Ð² Ð²ÐµÐ±-Ð±ÑÐ°ÑÐ·ÐµÑÐ°. ÐÐ°Ð´Ð°ÑÐ¸, ÑÐµÑÐ°ÐµÐ¼ÑÐµ Ð² ÑÐ¾Ð´Ðµ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ: 1. ÐÐ¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ðµ Ð¿ÐµÑÐµÑÐ½Ñ Ð¿Ð°ÑÐ°Ð¼ÐµÑÑÐ¾Ð² Ð²ÐµÐ±-Ð±ÑÐ°ÑÐ·ÐµÑÐ°, ÑÐ°ÑÐ°ÐºÑÐµÑÐ¸Ð·ÑÑÑÐ¸Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÐµ Ð¾ÑÐ¿ÐµÑÐ°ÑÐºÐ¸ ÑÑÑÑÐ¾Ð¹ÑÑÐ². 2. ÐÑÐ¾Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°ÑÑ Ð¼ÐµÑÐ¾Ð´Ñ Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð¾ÑÐ¿ÐµÑÐ°ÑÐºÐ¾Ð² ÑÑÑÑÐ¾Ð¹ÑÑÐ² Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð¿Ð°ÑÐ°Ð¼ÐµÑÑÐ¾Ð² Ð²ÐµÐ±-Ð±ÑÐ°ÑÐ·ÐµÑÐ¾Ð². 3. Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¼ÐµÑÐ¾Ð´Ð¸ÐºÐ¸ Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ Ð°Ð½Ð¾Ð¼Ð°Ð»Ð¸Ð¹ Ð² ÑÐ°ÑÐ°ÐºÑÐµÑÐ¸ÑÑÐ¸ÐºÐ°Ñ Ð²ÐµÐ±-Ð±ÑÐ°ÑÐ·ÐµÑÐ¾Ð² Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¹ Ð´Ð»Ñ Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ ÑÐ°ÐºÑÐ¾Ð² Ð¿Ð¾Ð´Ð¼ÐµÐ½Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð¾ÑÐ¿ÐµÑÐ°ÑÐºÐ¾Ð². 4. Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð³Ð¾ Ð¼Ð°ÐºÐµÑÐ°, ÑÐµÐ°Ð»Ð¸Ð·ÑÑÑÐµÐ³Ð¾ Ð¿ÑÐµÐ´Ð»Ð¾Ð¶ÐµÐ½Ð½ÑÑ Ð¼ÐµÑÐ¾Ð´Ð¸ÐºÑ Ð¸ Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½Ð¸Ðµ ÑÐºÑÐ¿ÐµÑÐ¸Ð¼ÐµÐ½ÑÐ°Ð»ÑÐ½ÑÑ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ð¹ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð½Ð¾Ð³Ð¾ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð³Ð¾ Ð¼Ð°ÐºÐµÑÐ°. Ð ÑÐ¾Ð´Ðµ ÑÐ°Ð±Ð¾ÑÑ Ð±ÑÐ»Ð° Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð° Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ð° ÑÐ¾ÑÐ¼Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐ¸ÑÑÐ¾Ð²ÑÑ Ð¾ÑÐ¿ÐµÑÐ°ÑÐºÐ¾Ð² Ð±ÑÐ°ÑÐ·ÐµÑÐ¾Ð² Ð´Ð»Ñ Ð²ÑÑÐ²Ð»ÐµÐ½Ð¸Ñ Ð°Ð½Ð¾Ð¼Ð°Ð»Ð¸Ð¹ Ð¸ Ð¿Ð¾Ð´Ð¼ÐµÐ½. Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½ÑÐ¹ Ð¼Ð°ÐºÐµÑ, Ð²ÐºÐ»ÑÑÐ°ÑÑÐ¸Ð¹ ÑÐ°ÑÑÐµÑ ÑÐ½ÑÑÐ¾Ð¿Ð¸Ð¸ Ð¸ Ð¾ÑÐµÐ½ÐºÑ ÑÑÐ¾Ð¶ÐµÑÑÐ¸ Ð¿Ð°ÑÐ°Ð¼ÐµÑÑÐ¾Ð², Ð¿Ð¾Ð´ÑÐ²ÐµÑÐ¶Ð´ÑÐ½Ð½ÑÐ¹ ÑÐºÑÐ¿ÐµÑÐ¸Ð¼ÐµÐ½ÑÐ°Ð¼Ð¸ Ñ Ð²ÑÑÐ¾ÐºÐ¾Ð¹ ÑÐ¾ÑÐ½Ð¾ÑÑÑÑ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð¿Ð¾Ð´Ð¼ÐµÐ½. Ð ÐµÐ·ÑÐ»ÑÑÐ°ÑÑ Ð¼Ð¾Ð³ÑÑ Ð¿ÑÐ¸Ð¼ÐµÐ½ÑÑÑÑÑ Ð² ÑÐ¸ÑÑÐµÐ¼Ð°Ñ Ð·Ð°ÑÐ¸ÑÑ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¸ Ð¸ Ð¼Ð¾Ð½Ð¸ÑÐ¾ÑÐ¸Ð½Ð³Ð° Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÑÑÐºÐ¾Ð¹ Ð°ÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸.
description: The goal of this work is to develop a methodology for assessing the likelihood of web browser fingerprint spoofing based on browser parameters. The subject of the research is the methodology for evaluating the likelihood of device fingerprint spoofing through the analysis of web browser parameters. Objectives addressed during the research: 1. Identify the set of browser parameters that characterize device fingerprints. 2. Analyze methods for determining device fingerprints based on browser parameters. 3. Develop a methodology for detecting anomalies in user browser characteristics to identify instances of fingerprint spoofing. 4. Design a software prototype implementing the proposed methodology and conduct experimental studies using the prototype. The research focused on the problem of forming device fingerprints based on web browser parameters and their application for anomaly detection and data spoofing. Existing methods for creating and comparing digital fingerprints, including probabilistic analysis and trust assessment, were examined. As a result, a software prototype was developed, implementing the proposed fingerprint analysis methodology. This included entropy calculation and similarity assessment based on browser parameters. The effectiveness of the prototype was confirmed through experimental studies, demonstrating high accuracy in detecting spoofed fingerprints. The study concluded that the topic of digital fingerprint analysis in the context of trust and probabilistic methods remains underexplored.