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National Repository of Grey Literature

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Optimization of DDoS Mitigation Rule Inference Carasec, Elena ; Grégr, Matěj (referee) ; Žádník, Martin (advisor) Tato práce se zabývá možností využití algoritmů strojového učení pro ochranu proti DDoS útokům. Pro klasické a inkrementální (online) učení jsou uvažovány vysvětlitelné metody učení s učitelem, zejména rozhodovací stromy. Dále jsou představeny některé možné optimalizace pro zvýšení přesnosti klasifikace provozu a snížení množství blokovaného legitimního provozu. Detailed record

Optimization of DDoS Mitigation Rule Inference Carasec, Elena ; Grégr, Matěj (referee) ; Žádník, Martin (advisor) Tato práce se zabývá možností využití algoritmů strojového učení pro ochranu proti DDoS útokům. Pro klasické a inkrementální (online) učení jsou uvažovány vysvětlitelné metody učení s učitelem, zejména rozhodovací stromy. Dále jsou představeny některé možné optimalizace pro zvýšení přesnosti klasifikace provozu a snížení množství blokovaného legitimního provozu. Detailed record

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