title: ÐÑÑÐ²Ð»ÐµÐ½Ð¸Ðµ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð³Ð¾ ÑÑÐ°ÑÐ¸ÐºÐ° Ð² Ð²ÐµÐ±-Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸ÑÑ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ ÑÐµÐ¾ÑÐ¸Ð¸ Ð³ÑÐ°ÑÐ¾Ð²
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: Identification of automated traffic in web applications using graph theory
Creators: name: ÐÐ¸Ð»ÑÐ¼Ð°Ð½, ÐÑÐ¸Ð½Ð°
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: 2022
Subjects: Ð±Ð¾ÑÑ
Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÐ¹ ÑÑÐ°ÑÐ¸Ðº
Ð²ÐµÐ±ÑÐµÑÑÑÑÑ
Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ðµ Ð±Ð¾ÑÐ¾Ð²
ÑÐµÐ¾ÑÐ¸Ñ Ð³ÑÐ°ÑÐ¾Ð²
bots
automated traffic
web resources
detection
graph theory

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description: The topic of the graduate qualification work: "Identification of automated traffic in web applications using graph theory". This work is devoted to the study of the detection of web bots on web resources. The object of the study is the detection of web bots on web resources, the subject is the application of graph theory to detect web bots on web resources. The purpose of the work is to increase the security of web resources by detecting automated traffic based on graph theory. The research set the following goals: 1. Research of the features of existing web bots. 2. Analysis of existing methods for detecting web bots. 3. Development of a method for detecting web bots based on graph theory. 4. Development of the architecture of the web bot detection system. 5. Experimental study of the effectiveness of the proposed method of detecting web bots using the developed layout. This graduate qualification work presents a study of existing types of bots, their impact on web resources and methods of concealment. The analysis of existing methods of detection of bots is carried out. A method for detecting bots on web resources based on graph theory has been developed. Experimental studies of the developed bot detection system using a test layout have been carried out. Results of the work can be applied to intrusion detection systems on web resources.