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ISBN10: 6209587860
ISBN13: 9786209587863
Publisher: Edizioni Sapienza
Published: Feb 2 2026
Pages: 56
Weight: 0.19
Height: 0.13 Width: 6.00 Depth: 9.00
Language: Italian
ISBN13: 9786209587863
Publisher: Edizioni Sapienza
Published: Feb 2 2026
Pages: 56
Weight: 0.19
Height: 0.13 Width: 6.00 Depth: 9.00
Language: Italian
Questo studio di ricerca esamina il ruolo fondamentale dei Large Language Models (LLM) e del Natural Language Processing (NLP) nel trasformare le operazioni di intelligence della difesa nazionale di fronte al sovraccarico di informazioni. Nel contemporaneo scenario della sicurezza digitale, le agenzie di difesa sono inondate da vasti volumi di dati sulle minacce non strutturati, ridondanti e frammentati provenienti da diverse fonti globali, il che ostacola un'analisi tempestiva e accurata. Lo studio affronta questa sfida critica progettando e valutando un framework basato sull'IA specificamente per la correlazione semantica in tempo reale e la de-duplicazione intelligente degli indicatori di minaccia informatica condivisi. Utilizzando dataset di intelligence open-source e sintetici, il sistema proposto impiega tecniche avanzate di embedding per comprendere il significato contestuale, raggruppare le minacce correlate ed eliminare le ridondanze semantiche. I risultati dimostrano in modo conclusivo che questo approccio basato su LLM supera sostanzialmente i sistemi convenzionali di keyword-matching sia in termini di accuratezza che di velocità di elaborazione. L'integrazione di tali strumenti di intelligenza semantica non solo allevia il carico cognitivo degli analisti umani, ma fornisce anche un'intelligence più chiara e fruibile.
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