Roberta-gcn: A novel approach for combating fake news in bangla using advanced language processing and graph convolutional networks

M Ahammad, AL Sani, K Rahman, MT Islam… - IEEE …, 2024 - ieeexplore.ieee.org
In this era of widespread information, combating fake news in less commonly represented
languages like Bengali is a significant challenge. Fake news is a critical issue in Bangla, a …

Automatic detection of hate speech in code-mixed Indian languages in twitter social media interaction using DConvBLSTM-MuRIL ensemble method

P Kakati, D Dandotiya - Social Network Analysis and Mining, 2024 - Springer
Social media platforms have gained immense popularity in recent years and are used for
various activities such as marketing, news-sharing, and celebrating achievements. However …

Zero-Shot Automated Detection of Fake News: An Innovative Approach (ZS-FND)

R Baashirah - IEEE Access, 2024 - ieeexplore.ieee.org
The propagation of fake news has significant societal and economic impacts, particularly in
the context of the exponential growth of digital and social media platforms. Traditional …

Comparative Analysis of Deep Learning Techniques for Fake News Detection

HK Sowmya, RJ Anandhi - 2024 3rd Edition of IEEE Delhi …, 2024 - ieeexplore.ieee.org
The proliferation of fake news has been accelerated by the growth of social media and
online news outlets, which poses serious risks to social harmony, political stability, and …

Securing Machine Learning Against Data Poisoning Attacks

N Allheeib - International Journal of Data Warehousing and Mining …, 2024 - igi-global.com
The emergence of intelligent networks has revolutionized the use of machine learning (ML),
allowing it to be applied in various domains of human life. This literature review paper …

[PDF][PDF] Fake News Detection using Ensemble Methods: an Empirical Evaluation of Bagging and Boosting Algorithms

AS Adeyemi, SO Asakpa, KH Bello, ON Saliu… - ijaem.net
The proliferation of fake news has become a significant concern in today‟ s digital age,
especially where social media platforms and online news outlets have made it easy for false …