Deepfake video detection: challenges and opportunities

A Kaur, A Noori Hoshyar, V Saikrishna, S Firmin… - Artificial Intelligence …, 2024 - Springer
Deepfake videos are a growing social issue. These videos are manipulated by artificial
intelligence (AI) techniques (especially deep learning), an emerging societal issue …

Deepfakes and higher education: A research agenda and sco** review of synthetic media

J Roe, M Perkins, L Furze - Journal of University Teaching and …, 2024 - search.informit.org
The availability of software which can produce convincing, yet synthetic media poses both
threats and benefits to tertiary education globally. While other forms of synthetic media exist …

[HTML][HTML] An investigation of the effectiveness of deepfake models and tools

MSH Mukta, J Ahmad, MAK Raiaan, S Islam… - Journal of sensor and …, 2023 - mdpi.com
With the development of computer vision and deep learning technologies, rapidly expanding
approaches have been introduced that allow anyone to create videos and pictures that are …

[HTML][HTML] Video and audio deepfake datasets and open issues in deepfake technology: being ahead of the curve

Z Akhtar, TL Pendyala, VS Athmakuri - Forensic Sciences, 2024 - mdpi.com
The revolutionary breakthroughs in Machine Learning (ML) and Artificial Intelligence (AI) are
extensively being harnessed across a diverse range of domains, eg, forensic science …

Deepfake generation and detection-An exploratory study

D Garg, R Gill - 2023 10th IEEE Uttar Pradesh Section …, 2023 - ieeexplore.ieee.org
Deepfakes generated through algorithms based on deep learning have obtained a lot of
interest recently. Deepfakes are utilized to manipulate content (audio, video and image) with …

Exploring deepfake technology: creation, consequences and countermeasures

S Alanazi, S Asif - Human-Intelligent Systems Integration, 2024 - Springer
This paper presents a comprehensive examination of deepfakes, exploring their creation,
production and identification. Deepfakes are videos, images or audio that are remarkably …

[HTML][HTML] Improving detection of deepfakes through facial region analysis in images

F Alanazi, G Ushaw, G Morgan - Electronics, 2023 - mdpi.com
In the evolving landscape of digital media, the discipline of media forensics, which
encompasses the critical examination and authentication of digital images, videos, and …

Fast fake: Easy-to-train face swap model

T Walczyna, Z Piotrowski - Applied Sciences, 2024 - mdpi.com
The proliferation of “Deep fake” technologies, particularly those facilitating face-swap** in
images or videos, poses significant challenges and opportunities in digital media …

A novel hybrid multi-modal deep learning for detecting hashtag incongruity on social media

S Dadgar, M Neshat - Sensors, 2022 - mdpi.com
Hashtags have been an integral element of social media platforms over the years and are
widely used by users to promote, organize and connect users. Despite the intensive use of …

Forged video detection using deep learning: A slr

M Munawar, I Noreen, RS Alharthi… - … Intelligence and Soft …, 2023 - Wiley Online Library
In today's digital landscape, video and image data have emerged as pivotal and widely
adopted means of communication. They serve not only as a ubiquitous mode of conveying …