Combating health misinformation in social media: Characterization, detection, intervention, and open issues

C Chen, H Wang, M Shapiro, Y ** with adversarial event classification network for fake news detection
F Wu, H Zhou, Y Feng, G Gao, Y Ji, XY **g - Multimedia Tools and …, 2024 - Springer
In recent years, there is a increase in researchers' interest on social evidence, particularly for
fake news detection (FND). However, news posts on social media often include diverse …

A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection

I Verhoeven, P Mishra, R Beloch… - arxiv preprint arxiv …, 2024 - arxiv.org
Community models for malicious content detection, which take into account the context from
a social graph alongside the content itself, have shown remarkable performance on …

Learning Domain-Invariant Features for Out-of-Context News Detection

Y Gu, M Zhang, I Castro, S Wu, G Tyson - arxiv preprint arxiv:2406.07430, 2024 - arxiv.org
Multimodal out-of-context news is a common type of misinformation on online media
platforms. This involves posting a caption, alongside an invalid out-of-context news image …