title: ÐÐ±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ðµ Ð²ÑÐ¾ÑÐ¶ÐµÐ½Ð¸Ð¹ Ð² ÑÐ¸ÑÑÐµÐ¼Ð°Ñ ÑÐ¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ñ Ð±Ð°Ð·Ð°Ð¼Ð¸ Ð´Ð°Ð½Ð½ÑÑ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ 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° ÑÐ¿ÐµÑÐ¸Ð°Ð»Ð¸ÑÑÐ°
titleType: Subtitle
title: Intrusion detection in database management systems using behavioral analysis
Creators: name: Ð¢ÑÐ»ÑÐ³Ð¸Ð½, ÐÐ»Ñ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: 2023
Subjects: ÐÐ°Ð·Ñ Ð´Ð°Ð½Ð½ÑÑ
ÐÐ½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ñ
ÑÐ¸ÑÑÐµÐ¼Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð²ÑÐ¾ÑÐ¶ÐµÐ½Ð¸Ð¹
Ð±ÐµÐ·Ð¾Ð¿Ð°ÑÐ½Ð¾ÑÑÑ
Ð¿Ð¾Ð²ÐµÐ´ÐµÐ½ÑÐµÑÐºÐ¸Ðµ Ð¼ÐµÑÐ¾Ð´Ñ
Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ðµ Ð²ÑÐ¾ÑÐ¶ÐµÐ½Ð¸Ð¹
intrusion detection systems
security
behavioral methods
intrusion detection

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description: Topic of the graduation thesis: Â«Intrusion detection in database management systems using behavioral analysisÂ». The aim of the work is to improve the accuracy of intrusion detection systems based on the analysis of user behavior. The subject of the study is an intrusion detection system based on behavioral methods. Tasks that were solved in the course of the study: Analysis of behavioral methods for detecting intrusions in the DBMS. Conduct experimental evaluation of behavioral methods.Implementation of the hybrid IDS prototype. Carrying out an experimental evaluation of the obtained solution. Behavioral intrusion detection methods were studied, and these methods were compared. Implemented and compared two IDS prototypes, one using a syntax-oriented behavioral method, the other using a data-oriented one. For testing, a separate test bench was created, which includes a query generator, a database, and a database of training samples for each role. As a result, IDS was developed using a hybrid behavioral method that includes elements of data and syntax-oriented methods. According to the test results, the hybrid IDS was more accurate than the syntax of the data-oriented IDS.