{"id":45631,"date":"2024-11-07T14:58:00","date_gmt":"2024-11-07T12:58:00","guid":{"rendered":"https:\/\/ek.biem.sumdu.edu.ua\/?p=45631"},"modified":"2024-11-07T14:58:38","modified_gmt":"2024-11-07T12:58:38","slug":"senior-lecturer-of-sumy-state-university-presented-an-approach-to-monitoring-network-traffic-at-the-international-symposium-ismsit2024","status":"publish","type":"post","link":"https:\/\/ek.biem.sumdu.edu.ua\/en\/senior-lecturer-of-sumy-state-university-presented-an-approach-to-monitoring-network-traffic-at-the-international-symposium-ismsit2024","title":{"rendered":"Senior Lecturer of Sumy State University presented an approach to monitoring network traffic at the international symposium ISMSIT2024"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"45631\" class=\"elementor elementor-45631 elementor-45618\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b2d3bae elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b2d3bae\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1b38c10\" data-id=\"1b38c10\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6c17a0b elementor-widget elementor-widget-text-editor\" data-id=\"6c17a0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Senior Lecturer of the Department of Economic Cybernetics of Sumy State University Oleksandr Kushnerov took part in the international symposium ISMSIT2024 (International Symposium on Multidisciplinary Studies and Innovative Technologies), which brings together scientists, experts, representatives of educational and private organizations to share knowledge in the field of innovative technologies and multidisciplinary research.<\/p><p>In his presentation on \u201cApplication of Neural Networks for Network Traffic Monitoring and Analysis\u201d, Oleksandr presented an approach to monitoring and analyzing network traffic using neural networks, which is especially relevant in the context of growing cyber threats. The presentation focused on the key role of neural networks and machine learning in detecting complex patterns and anomalies in network traffic. The model developed using TensorFlow is based on an auto-encoder that allows for accurate identification of potential threats in real time.<\/p><p>The presentation emphasized the importance of applying innovative solutions in the field of cybersecurity, opening up new prospects for effective protection of network infrastructures.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b8c4d76 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b8c4d76\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2e20d7b\" 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class=\"elementor-gallery-item__overlay\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<a class=\"e-gallery-item elementor-gallery-item elementor-animated-content\" href=\"https:\/\/ek.biem.sumdu.edu.ua\/wp-content\/uploads\/2024\/11\/ekib_07112024_4.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"a89b349\" data-elementor-lightbox-title=\"ekib_07112024_4\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDU2MjIsInVybCI6Imh0dHBzOlwvXC9lay5iaWVtLnN1bWR1LmVkdS51YVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNFwvMTFcL2VraWJfMDcxMTIwMjRfNC5wbmciLCJzbGlkZXNob3ciOiJhODliMzQ5In0%3D\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/ek.biem.sumdu.edu.ua\/wp-content\/uploads\/2024\/11\/ekib_07112024_4-400x225.png\" data-width=\"400\" data-height=\"225\" aria-label=\"\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-gallery-item__overlay\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Senior Lecturer of the Department of Economic Cybernetics of Sumy State University Oleksandr Kushnerov took part in the international symposium ISMSIT2024 (International Symposium on Multidisciplinary Studies and Innovative Technologies), which 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