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Обнаружение аварий в ÑÐ¸ÑÑ‚ÐµÐ¼Ð°Ñ Ð¾Ð¿ÐµÑ€Ð°Ñ‚Ð¸Ð²Ð½Ð¾Ð³Ð¾ питания постоянным током

2021
This work is devoted to the study of emergency situations in direct current supply systems (DCSS), such as secondary switching networks connected to discrete inputs of microprocessor terminals of relay protection and the development of methods and algorithms for their detection. Problems that were solved in the course of work: 1.
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Обнаружение атак на "умные здания" с помощью методов машинного обучения

2022
The topic of the graduate qualification work is «Detecting attacks on smart buildings using machine learning methods».The purpose of the study is to solve the problem of intrusion detection in the BACnet network in the “smart building” environment using supervised machine learning methods.
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Обнаружение уязвимостей к XSS-атакам в ÑƒÑÐ»Ð¾Ð²Ð¸ÑÑ Ñ„Ð¸Ð»ÑŒÑ‚Ñ€Ð°Ñ†Ð¸Ð¸ межсетевым экраном

2023
The purpose of the study is to evaluate the effectiveness of using reinforcement learning to test the possibility of bypassing XSS filtering of a web application firewall. The subject of the study is the effectiveness of using reinforcement learning to test the ability to bypass a firewall for web applications in the context of XSS attacks.
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Обнаружение аномалий сетевого трафика с использованием lLSTM-GAN

2019
В настоящей выпускной квалификационной работе специалиста приведены результаты исследования применимости нейросетевой архитектуры LSTM-GAN для решения задачи обнаружения аномалий сетевого тра
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Обнаружение FDI-атак в Ð¸Ð½Ñ‚ÐµÐ»Ð»ÐµÐºÑ‚ÑƒÐ°Ð»ÑŒÐ½Ñ‹Ñ ÑÐµÑ‚ÑÑ ÑÐ½ÐµÑ€Ð³Ð¾ÑÐ½Ð°Ð±Ð¶ÐµÐ½Ð¸Ñ Smart Grid

2018
В данной работе изложен подход для обнаружения FDI-атак на интеллектуальные энергосети с использованием пространственно-временных корреляций.
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Обнаружение Ñ„Ð¸ÑˆÐ¸Ð½Ð³Ð¾Ð²Ñ‹Ñ ÑÐ°Ð¹Ñ‚Ð¾Ð² на основе оценки визуального ÑÑ Ð¾Ð´ÑÑ‚Ð²Ð°

2023
The topic of the graduate qualification work is «Phishing site detection based on visual similarity score». The purpose of the study is improving the effectiveness of protection against phishing sites. The subject of the work is a method for detecting phishing sites. The research set the following goals: 1. Prepare a database of phishing sites.
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Обнаружение ÑÐµÑ‚ÐµÐ²Ñ‹Ñ Ð°Ñ‚Ð°Ðº при помощи муравьиного алгоритма

2018
In the given work the essence of the approach to network attack detection using classification algorithm based on ant colony algorithm is stated. A compar-ative analysis of existing algorithms is performed and the most suitable algorithm is chosen. A testing is undertaken and detection accuracy values are obtained us-ing chosen datasets. An analysis of
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Обнаружение Ð½ÐµÑÐ°Ð½ÐºÑ†Ð¸Ð¾Ð½Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð½Ñ‹Ñ ÐºÐ°Ð½Ð°Ð»Ð¾Ð² управления узлами компьютерной сети

2023
The topic of the graduate qualification work is «Detection of unauthorized channels of control of the nodes of computer network». The purpose of the study is development of method of detection of unauthorized channels of control of the nodes of computer network.
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Обнаружение веб-атак в Ð¾Ð±Ð»Ð°Ñ‡Ð½Ñ‹Ñ ÑÐµÑ€Ð²Ð¸ÑÐ°Ñ

The aim of the work is to improve the quality of web attack detection in cloud services. The subject of the study is the choice of an optimal machine learning algorithm for detecting web attacks with an attack detection accuracy higher than that of existing attack detection systems (SOA). Tasks to be solved during the research: 1.
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Обнаружение ÑÐµÑ‚ÐµÐ²Ñ‹Ñ Ð°Ñ‚Ð°Ðº на информационные ресурсы с помощью Ð½ÐµÐ¹Ñ€Ð¾Ð½Ð½Ñ‹Ñ ÑÐµÑ‚ÐµÐ¹

2023
The purpose of the study is to determine the essential parameters of the neural network architecture for building a highly efficient intrusion detection system. The subject of the work is the parameters of the neural network architecture used to recognize network attacks. The research set the following goals: 1. Studying of the principle of functioning
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