Graph-augmented transformer ensemble framework for robust and scalable fake news detection in social media ecosystems

Abstract The recent boom in the spread of false information on social media and web platforms has emerged as a worldwide threat to public opinion, social coherence, and democratic establishments. Traditional fact checking strategies are not sufficient to address the scale and speed of disinformation...

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Үндсэн зохиолчид:	Chanchal Kumar, Mani Bansal, Mohd Anas Khan, Vinay Kaushik, Md. Arquam, Abdulatif Alabdultif
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Nature Portfolio 2025-12-01
Цуврал:	Scientific Reports
Нөхцлүүд:	Fake news detection Security Transformer models Graph neural networks Machine learning Multimodal fusion
Онлайн хандалт:	https://doi.org/10.1038/s41598-025-31653-3
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!