Content-based fake news detection with machine and deep learning: a systematic review

N Capuano, G Fenza, V Loia, FD Nota - Neurocomputing, 2023 - Elsevier
Fake news, which can be defined as intentionally and verifiably false news, has a strong
influence on critical aspects of our society. Manual fact-checking is a widely adopted …

[HTML][HTML] A comprehensive survey of fake news in social networks: Attributes, features, and detection approaches

MR Kondamudi, SR Sahoo, L Chouhan… - Journal of King Saud …, 2023 - Elsevier
The explosion of online social networks in recent decades has significantly improved in
which the way individuals communicate with one another. People trust social networks …

Hybrid ensemble framework with self-attention mechanism for social spam detection on imbalanced data

S Rao, AK Verma, T Bhatia - Expert Systems with Applications, 2023 - Elsevier
Cybercriminals use social media platforms to disseminate spam, misleading facts, fake
news, and malicious links. Blocking such deceptive social media spam is essential …

Linguistic features based framework for automatic fake news detection

S Garg, DK Sharma - Computers & Industrial Engineering, 2022 - Elsevier
Social media platforms now a day are mainly used for news consumption among users.
Political groups use social media platforms to attract users by enclosing users' votes in their …

[HTML][HTML] Combating the menace: A survey on characterization and detection of fake news from a data science perspective

W Ansar, S Goswami - … Journal of Information Management Data Insights, 2021 - Elsevier
Journalism has always remained a vital constituent of our society and journalists play a key
role in making people aware of the happenings and developments in society. This spread of …

MCred: multi-modal message credibility for fake news detection using BERT and CNN

PK Verma, P Agrawal, V Madaan, R Prodan - Journal of Ambient …, 2023 - Springer
Online social media enables low cost, easy access, rapid propagation, and easy
communication of information, including spreading low-quality fake news. Fake news has …

IFND: a benchmark dataset for fake news detection

DK Sharma, S Garg - Complex & intelligent systems, 2023 - Springer
Spotting fake news is a critical problem nowadays. Social media are responsible for
propagating fake news. Fake news propagated over digital platforms generates confusion …

Deep ensemble fake news detection model using sequential deep learning technique

AM Ali, FA Ghaleb, BAS Al-Rimy, FJ Alsolami, AI Khan - Sensors, 2022 - mdpi.com
Recently, fake news has been widely spread through the Internet due to the increased use
of social media for communication. Fake news has become a significant concern due to its …

Deep fake news detection system based on concatenated and recurrent modalities

A Sedik, AA Abohany, KM Sallam… - Expert Systems with …, 2022 - Elsevier
With the rise in popularity of social media platforms and online forums, they have become a
global source of news. Fake News (FNs) spreading through numerous institutions and …

Fake news in virtual community, virtual society, and metaverse: A survey

J Wang, S Makowski, A Cieślik, H Lv… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the trend of the accelerated progression of communication network technology, the
emergence of virtual communities (VCs), virtual societies (VSs), metaverse, and other …