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ACCELERATING NATIONAL DEFENSE:

By Chukwunenye Amadi

ACCELERATING NATIONAL DEFENSE:

By Chukwunenye Amadi

0 - Default Title
Description
This research study examines the pivotal role of Large Language Models (LLMs) and Natural Language Processing (NLP) in transforming national defense intelligence operations faced with information overload. In the contemporary digital security landscape, defense agencies are inundated with vast volumes of unstructured, redundant, and fragmented threat data from diverse global sources, which hinders timely and accurate analysis. The study addresses this critical challenge by designing and evaluating an AI-driven framework specifically for the real-time semantic correlation and intelligent de-duplication of shared cyber threat indicators. Utilizing open-source and synthetic intelligence datasets, the proposed system employs advanced embedding techniques to understand contextual meaning, cluster related threats, and eliminate semantic redundancies. The results conclusively demonstrate that this LLM-based approach substantially outperforms conventional keyword-matching systems in both accuracy and processing speed. The integration of such semantic intelligence tools not only alleviates the cognitive burden on human analysts but also provides a clearer, more actionable intelligence.
Product details
Binding:
Paperback
Number of Pages:
56
Release Date:
2026-01-08
Publication Date:
2026-01-08
Publisher:
LAP LAMBERT Academic Publishing
Languages:
Original: English
ISBN10:
6209400000
ISBN13:
9786209400001
GPSR Manufacturer Reference:
[email protected]
Weight:
102 g
Height:
150 cm
Width:
220 cm
Thickness:
4 cm
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