Classification of disinformation in hybrid warfare: an application of XLNet during the Russia’s war against Ukraine

Classification of disinformation in hybrid warfare: an application of XLNet during the Russia’s war against Ukraine

The spread of disinformation has become a critical component of hybrid warfare, particularly in Russia’s war against Ukraine, where social media serves as a battlefield for influence and propaganda. This study develops a comprehensive methodology for classifying disinformation in the context of hybr...

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Bibliographic Details
Main Authors: Halyna Padalko, Vasyl Chomko, Sergiy Yakovlev, Plinio Pelegrini Morita
Format: Article
Language:English
Published: National Aerospace University «Kharkiv Aviation Institute» 2024-11-01
Series:Радіоелектронні і комп'ютерні системи
Subjects:
hybrid warfare
disinformation detection
machine learning
xlnet
social media analysis
transformer models
Online Access:http://nti.khai.edu/ojs/index.php/reks/article/view/2648
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http://nti.khai.edu/ojs/index.php/reks/article/view/2648

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