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Przyspieszenie obrony narodowej
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ISBN10: 620959042X
ISBN13: 9786209590429
Publisher: Wydawnictwo Nasza Wiedza
Published: Feb 2 2026
Pages: 60
Weight: 0.21
Height: 0.14 Width: 6.00 Depth: 9.00
Language: Polish
ISBN13: 9786209590429
Publisher: Wydawnictwo Nasza Wiedza
Published: Feb 2 2026
Pages: 60
Weight: 0.21
Height: 0.14 Width: 6.00 Depth: 9.00
Language: Polish
Niniejsze opracowanie badawcze analizuje kluczową rolę dużych modeli językowych (LLM) i przetwarzania języka naturalnego (NLP) w przeksztalcaniu operacji wywiadu obrony narodowej w obliczu przeciążenia informacyjnego. We wspólczesnym krajobrazie bezpieczeństwa cyfrowego agencje obrony są zalewane ogromnymi ilościami nieustrukturyzowanych, nadmiarowych i pofragmentowanych danych o zagrożeniach z różnych globalnych źródel, co utrudnia terminową i dokladną analizę. Badanie podejmuje to krytyczne wyzwanie poprzez zaprojektowanie i ocenę ram opartych na sztucznej inteligencji, dedykowanych do korelacji semantycznej w czasie rzeczywistym i inteligentnej deduplikacji udostępnianych wskaźników cyberzagrożeń. Wykorzystując otwarte i syntetyczne zbiory danych wywiadowczych, proponowany system stosuje zaawansowane techniki osadzania (embeddings), aby zrozumiec znaczenie kontekstowe, grupowac powiązane zagrożenia i eliminowac nadmiarowośc semantyczną. Wyniki jednoznacznie pokazują, że podejście oparte na LLM znacznie przewyższa konwencjonalne systemy dopasowywania slów kluczowych zarówno pod względem dokladności, jak i szybkości przetwarzania. Integracja takich narzędzi inteligencji semantycznej nie tylko zmniejsza obciążenie poznawcze analityków, ale także zapewnia jaśniejsze i bardziej użyteczne dane wywiadowcze.
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