title: ÐÑÑÐ²Ð»ÐµÐ½Ð¸Ðµ Ð°Ð½Ð¾Ð¼Ð°Ð»ÑÐ½Ð¾Ð³Ð¾ Ð¿Ð¾Ð²ÐµÐ´ÐµÐ½Ð¸Ñ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»Ñ Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ñ ÑÐµÑ Ð½Ð¾Ð»Ð¾Ð³Ð¸Ð¹ Ð¿Ð¾Ð²ÐµÐ´ÐµÐ½ÑÐµÑÐºÐ¾Ð³Ð¾ Ð°Ð½Ð°Ð»Ð¸Ð·Ð°
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Methods for detecting abnormal user behavior using behavioral analysis
Creators: name: ÐÐ¾ÑÐ´ÐµÐµÐ²Ð°, ÐÐ½Ð°ÑÑÐ°Ñ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: 2024
Subjects: Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ðµ Ð°Ð½Ð¾Ð¼Ð°Ð»Ð¸Ð¹
Ð¸Ð½ÑÐ°Ð¹Ð´ÐµÑÑÐºÐ¸Ðµ ÑÐ³ÑÐ¾Ð·Ñ
Ð¿Ð¾Ð²ÐµÐ´ÐµÐ½ÑÐµÑÐºÐ¸Ð¹ Ð°Ð½Ð°Ð»Ð¸Ð·
ÑÑÐ°ÑÐ¸ÑÑÐ¸ÑÐµÑÐºÐ¸Ð¹ Ð¿Ð¾Ð´Ñ Ð¾Ð´
anomaly detection
insider threats
behavioral analysis
statistical approach

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description: The purpose of the study is to detect anomalies in user activity through the use of behavioral analysis. The subject of the work is methods for detecting abnormal user behavior using behavioral analysis. The research set the following goals: 1. Determine the vector of analyzed internal threats to information security and the model of the internal violator 2. Conduct an analysis of behavioral analysis methods to detect abnormal user activity. 3. To develop a software prototype for detecting insider threats based on behavioral analysis. 4. Evaluate the results of the developed prototype. During the work behavioral analysis approaches and their application in the implementation of anomaly detection systems in modern research were investigated. As a result of the work, a software component was developed that determines deviations in user behavior and is based on a statistical approach of behavioral analysis. This component has been tested to identify insider threats based on the identified anomalies. The results could be used as a basis for designing insider threat detection system.