title: Ð¡ÑÐµÐ´ÑÑÐ²Ð¾ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÐ½ÑÑ Ð°ÑÐ°Ðº Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð¼ÐµÑÐ¾Ð´Ð° Ð¾Ð¿Ð¾ÑÐ½ÑÑ Ð²ÐµÐºÑÐ¾ÑÐ¾Ð²
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: A tool for detecting computer attacks based on the support vector machine
Creators: name: ÐÑÐ»Ð¸ÐµÐ², Ð­Ð»ÑÐ¼Ð°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: 2024
Subjects: Ð¼Ð°ÑÐ¸Ð½Ð½Ð¾Ðµ Ð¾Ð±ÑÑÐµÐ½Ð¸Ðµ
Ð°Ð½Ð°Ð»Ð¸Ð· ÑÑÐ°ÑÐ¸ÐºÐ°
ÑÐµÑÐµÐ²ÑÐµ Ð°ÑÐ°ÐºÐ¸
ÑÐ¸ÑÑÐµÐ¼Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð²ÑÐ¾ÑÐ¶ÐµÐ½Ð¸Ð¹
ÑÐµÑÐµÐ²Ð¾Ð¹ ÑÑÐ°ÑÐ¸Ðº
machine learning
traffic analysis
network attacks
intrusion detection systems
network traffic

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description: The goal of the work is to increase the level of security of the information infrastructure by developing a computer attack detection tool based on the support vector machine. The subject of the research is methods for detecting computer attacks. Problems solved during the study: 1. Analysis of approaches and methods for detecting computer attacks. 2. Research on support vector machines and its applicability in the field of computer attack detection. 3. Development of a computer attack detection tool based on the support vector machine. 4. Experimental study of the developed solution. During the study, an analysis of existing approaches and methods for detecting computer attacks was carried out, advantages and disadvantages were identified, and requirements for the solution being developed were put forward. As a result of the work, a computer attack detection tool was developed based on the support vector machine, which allows one to identify hidden patterns in large volumes of network traffic. The results obtained can be used to optimize intrusion detection tools.