[HTML][HTML] Fake news outbreak 2021: Can we stop the viral spread?

T Khan, A Michalas, A Akhunzada - Journal of Network and Computer …, 2021 - Elsevier
Social Networks' omnipresence and ease of use has revolutionized the generation and
distribution of information in today's world. However, easy access to information does not …

The web of false information: Rumors, fake news, hoaxes, clickbait, and various other shenanigans

S Zannettou, M Sirivianos, J Blackburn… - Journal of Data and …, 2019 - dl.acm.org
A new era of Information Warfare has arrived. Various actors, including state-sponsored
ones, are weaponizing information on Online Social Networks to run false-information …

Detecting fake news by exploring the consistency of multimodal data

J Xue, Y Wang, Y Tian, Y Li, L Shi, L Wei - Information Processing & …, 2021 - Elsevier
During the outbreak of the new Coronavirus (2019-nCoV) in 2020, the spread of fake news
has caused serious social panic. Fake news often uses multimedia information such as text …

Detection and visualization of misleading content on Twitter

C Boididou, S Papadopoulos, M Zampoglou… - International Journal of …, 2018 - Springer
The problems of online misinformation and fake news have gained increasing prominence
in an age where user-generated content and social media platforms are key forces in the …

ConvNet frameworks for multi-modal fake news detection

C Raj, P Meel - Applied Intelligence, 2021 - Springer
An upsurge of false information revolves around the internet. Social media and websites are
flooded with unverified news posts. These posts are comprised of text, images, audio, and …

Visual named entity linking: A new dataset and a baseline

W Sun, Y Fan, J Guo, R Zhang, X Cheng - arXiv preprint arXiv:2211.04872, 2022 - arxiv.org
Visual Entity Linking (VEL) is a task to link regions of images with their corresponding
entities in Knowledge Bases (KBs), which is beneficial for many computer vision tasks such …

A temporal-and-spatial flow based multimodal fake news detection by pooling and attention blocks

Y Guo, W Song - IEEE Access, 2022 - ieeexplore.ieee.org
As the advance of multimedia technology, the sources of information are not limited to one
form but emerging multi-modal properties. Through the multimedia data processing, it is an …

MIGCL: Fake news detection with multimodal interaction and graph contrastive learning networks

W Cui, M Shang - Applied Intelligence, 2025 - Springer
Due to the rapid growth of news containing multimedia elements, such as images in social
networks, cross-modal learning is crucial for accurate fake news detection. Most previous …

Visual and textual analysis for image trustworthiness assessment within online news

F Lago, QT Phan, G Boato - Security and Communication …, 2019 - Wiley Online Library
The majority of news published online presents one or more images or videos, which make
the news more easily consumed and therefore more attractive to huge audiences. As a …

[HTML][HTML] Vae-Clip: Unveiling Deception through Cross-Modal Models and Multi-Feature Integration in Multi-Modal Fake News Detection

Y Zhou, A Pang, G Yu - Electronics, 2024 - mdpi.com
With the development of internet technology, fake news has become a multi-modal
collection. The current news detection methods cannot fully extract semantic information …