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Accélérer la défense nationale
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ISBN10: 6209585302
ISBN13: 9786209585302
Publisher: Editions Notre Savoir
Published: Feb 4 2026
Pages: 60
Weight: 0.21
Height: 0.14 Width: 6.00 Depth: 9.00
Language: French
ISBN13: 9786209585302
Publisher: Editions Notre Savoir
Published: Feb 4 2026
Pages: 60
Weight: 0.21
Height: 0.14 Width: 6.00 Depth: 9.00
Language: French
Cette étude de recherche examine le rôle pivot des grands modèles de langage (LLM) et du traitement du langage naturel (NLP) dans la transformation des opérations de renseignement de la défense nationale face à la surcharge d'informations. Dans le paysage contemporain de la sécurité numérique, les agences de défense sont inondées de vastes volumes de données de menaces non structurées, redondantes et fragmentées provenant de diverses sources mondiales, ce qui entrave une analyse rapide et précise. L'étude répond à ce défi critique en concevant et en évaluant un cadre piloté par l'IA spécifiquement pour la corrélation sémantique en temps réel et la déduplication intelligente des indicateurs de cybermenaces partagés. En utilisant des ensembles de données de renseignement open-source et synthétiques, le système proposé emploie des techniques d'intégration (embeddings) avancées pour comprendre la signification contextuelle, regrouper les menaces liées et éliminer les redondances sémantiques. Les résultats démontrent de manière concluante que cette approche basée sur les LLM surpasse considérablement les systèmes conventionnels de recherche par mots-clés, tant en précision qu'en vitesse de traitement. L'intégration de tels outils d'intelligence sémantique allège non seulement la charge cognitive des analystes humains, mais fournit également un renseignement plus clair et plus exploitable.
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