Sentiment analysis for fake news detection

MA Alonso, D Vilares, C Gómez-Rodríguez, J Vilares - Electronics, 2021 - mdpi.com
In recent years, we have witnessed a rise in fake news, ie, provably false pieces of
information created with the intention of deception. The dissemination of this type of news …

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 …

Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks

J Wu, J Guo, B Hooi - Proceedings of the 30th ACM SIGKDD Conference …, 2024 - dl.acm.org
It is commonly perceived that fake news and real news exhibit distinct writing styles, such as
the use of sensationalist versus objective language. However, we emphasize that style …

Chatgpt for cybersecurity: practical applications, challenges, and future directions

M Al-Hawawreh, A Aljuhani, Y Jararweh - Cluster Computing, 2023 - Springer
Artificial intelligence (AI) advancements have revolutionized many critical domains by
providing cost-effective, automated, and intelligent solutions. Recently, ChatGPT has …

[HTML][HTML] Optimization and improvement of fake news detection using deep learning approaches for societal benefit

T Chauhan, H Palivela - … Journal of Information Management Data Insights, 2021 - Elsevier
Fake news is a topic that has been discussed for quite some time. Prior to the internet era, it
was mostly distributed through yellow journalism, with a focus on sensational news such as …

Identifying fake news on social networks based on natural language processing: trends and challenges

NR de Oliveira, PS Pisa, MA Lopez, DSV de Medeiros… - Information, 2021 - mdpi.com
The epidemic spread of fake news is a side effect of the expansion of social networks to
circulate news, in contrast to traditional mass media such as newspapers, magazines, radio …

The future of false information detection on social media: New perspectives and trends

B Guo, Y Ding, L Yao, Y Liang, Z Yu - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
The massive spread of false information on social media has become a global risk, implicitly
influencing public opinion and threatening social/political development. False information …

Turingbench: A benchmark environment for turing test in the age of neural text generation

A Uchendu, Z Ma, T Le, R Zhang, D Lee - arXiv preprint arXiv:2109.13296, 2021 - arxiv.org
Recent progress in generative language models has enabled machines to generate
astonishingly realistic texts. While there are many legitimate applications of such models …

CoVerifi: A COVID-19 news verification system

NL Kolluri, D Murthy - Online Social Networks and Media, 2021 - Elsevier
There is an abundance of misinformation, disinformation, and “fake news” related to COVID-
19, leading the director-general of the World Health Organization to term this an 'infodemic' …

Attacking fake news detectors via manipulating news social engagement

H Wang, Y Dou, C Chen, L Sun, PS Yu… - Proceedings of the ACM …, 2023 - dl.acm.org
Social media is one of the main sources for news consumption, especially among the
younger generation. With the increasing popularity of news consumption on various social …