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National Repository of Grey Literature

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Anomaly Recognition in Advanced Detection Systems Poposki, Vasil ; Homoliak, Ivan (referee) ; Očenášek, Pavel (advisor) Cílem této práce je implementovat systém detekce anomálií využívající techniky umělé inteligence, který dokáže detekovat anomálie učením chování systému. Navrhovaný přístup je účinný při identifikaci nových nebo neznámých anomálií, které tradiční metody založené na pravidlech mohou postrádat v datech síťového provozu. Implementace takového systému však zahrnuje i řešení problémů, jako je zpracování dat a extrakce charakteristických rysů. Tato práce pojednává o různých metodách analýzy dat a přístupech k odhalení průniků v systémech Extended Detection and Response a výzvách, kterým čelíme v dnešních rozšiřujících se bezpečnostních technologiích. Detailed record

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