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Detecting Fake WhatsApp Messages with Knowledge Graphs using Machine Learning and Deep Learning | Synapse
March 3, 2026
Detecting Fake WhatsApp Messages with Knowledge Graphs using Machine Learning and Deep Learning
SP
Sujala Pradhan
NF
Neetu Faujdar
Siksha O Anusandhan University
SS
Subhendu Sekhar Sahoo
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Puntos clave
Detection of fake messages is achieved through a combination of knowledge graphs and machine learning techniques.
The accuracy of the model reached 92% in classifying messages based on training data and validation metrics.
Assessment used deep learning methods to analyze text patterns and identify misinformation effectively.
This approach highlights the potential of machine learning in improving information integrity, with broader applications in social media.
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Pradhan et al. (Tue,) studied this question.
synapsesocial.com/papers/69a760bec6e9836116a2dc83
https://doi.org/https://doi.org/10.1007/s13369-025-11042-8
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