Cutting through the hype: Understanding the implications of deepfakes for the fact-checking actor-network

T Weikmann, S Lecheler - Digital Journalism, 2023 - Taylor & Francis
During recent years, growing concerns about emergent formats of visual disinformation and,
in particular, deepfakes have shaped public debates and media scholarship. Empirical …

A Comprehensive Review of DeepFake Detection Using Advanced Machine Learning and Fusion Methods

G Gupta, K Raja, M Gupta, T Jan, ST Whiteside… - Electronics, 2023 - mdpi.com
Recent advances in Generative Artificial Intelligence (AI) have increased the possibility of
generating hyper-realistic DeepFake videos or images to cause serious harm to vulnerable …

The effect of deepfake video on news credibility and corrective influence of cost-based knowledge about deepfakes

SY Shin, J Lee - Digital Journalism, 2022 - Taylor & Francis
With rapid technical advancements, deepfakes—ie, hyper-realistic fake videos using face
swaps—have become more widespread and easier to create, challenging the old notion of …

What to do about deepfakes

DG Johnson, N Diakopoulos - Communications of the ACM, 2021 - dl.acm.org
What to do about deepfakes Page 1 MARCH 2021 | VOL. 64 | NO. 3 | COMMUNICATIONS OF
THE ACM 33 viewpoints PHO T OB Y ALICIA KUBIS TA/ANDRIJ BOR YS A SSOCIA TE S most …

An enhanced deep learning-based deepfake video detection and classification system

JB Awotunde, RG Jimoh, AL Imoize, AT Abdulrazaq… - Electronics, 2022 - mdpi.com
The privacy of individuals and entire countries is currently threatened by the widespread use
of face-swapping DeepFake models, which result in a sizable number of fake videos that …

Designing digital content to support science journalism

N Maiden, K Zachos, S Franks, R Wells… - Proceedings of the 11th …, 2020 - dl.acm.org
Journalists need to become more effective at communicating science and countering post-
truth activities that seek to undermine scientific processes and evidence. Digital support for …

Automating science journalism tasks: emerging opportunities

N Maiden, K Zachos, S Franks, L Nyre… - Journalism …, 2023 - Taylor & Francis
Digital tools have the potential to both semi-automate science journalist tasks including the
incorporation of more diverse voices in science journalism. This paper reports new design …

Emerging threat of deep fake: How to identify and prevent it

MA Taha, WM Khudhair, AM Khudhur… - Proceedings of the 6th …, 2022 - dl.acm.org
Although manipulations of visual and aural media have been around for as long as there
have been media, the relatively recent introduction of deep fakes has marked a turning point …

Dungeons & Deepfakes: Using scenario-based role-play to study journalists' behavior towards using AI-based verification tools for video content

SJ Sohrawardi, YK Wu, A Hickerson… - Proceedings of the CHI …, 2024 - dl.acm.org
The evolving landscape of manipulated media, including the threat of deepfakes, has made
information verification a daunting challenge for journalists. Technologists have developed …

What's wrong with this video? Comparing Explainers for Deepfake Detection

S Pino, MJ Carman, P Bestagini - arXiv preprint arXiv:2105.05902, 2021 - arxiv.org
Deepfakes are computer manipulated videos where the face of an individual has been
replaced with that of another. Software for creating such forgeries is easy to use and ever …