[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 …

Exploring new realms or losing touch? Assessing public beliefs about tourism in the metaverse–a big-data approach

AB Mahmoud, L Fuxman, Y Asaad… - International Journal of …, 2024 - emerald.com
Purpose The Metaverse is rapidly reshaping the understanding of tourism, yet the public
perception of this new domain remains largely uncharted empirically. This paper aims to …

Exploring the Use of Abusive Generative AI Models on Civitai

Y Wei, Y Zhu, P Hui, G Tyson - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
The rise of generative AI is transforming the landscape of digital imagery, and exerting a
significant influence on online creative communities. This has led to the emergence of AI …

Beyond the Screen: Evaluating Deepfake Detectors under Moire Pattern Effects

R Tariq, M Heo, SS Woo… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
The detection of deepfakes is crucial for mitigating the societal impact of falsified video
content. Despite the development of various algorithms for this purpose challenges arise for …

Sok: Facial deepfake detectors

BM Le, J Kim, S Tariq, K Moore, A Abuadbba… - arXiv preprint arXiv …, 2024 - arxiv.org
Deepfakes have rapidly emerged as a profound and serious threat to society, primarily due
to their ease of creation and dissemination. This situation has triggered an accelerated …

UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints

I Alam, MS Muneer, SS Woo - … of the 33rd ACM International Conference …, 2024 - dl.acm.org
In the wake of a fabricated explosion image at the Pentagon, an ability to discern real
images from fake counterparts has never been more critical. Our study introduces a novel …

Disrupting Diffusion-based Inpainters with Semantic Digression

G Son, J Lee, SS Woo - arXiv preprint arXiv:2407.10277, 2024 - arxiv.org
The fabrication of visual misinformation on the web and social media has increased
exponentially with the advent of foundational text-to-image diffusion models. Namely, Stable …

[PDF][PDF] iFakeDetector: Real Time Integrated Web-based Deepfake Detection System

K Lee, I Jung, SS Woo - IJCAI International Joint Conference on Artificial …, 2024 - ijcai.org
Recently, deepfake detection research has been actively conducted. While many deepfake
detectors have been proposed, validating the practicality of such systems against real world …

AI-Generated Videos and Deepfakes: A Technical Primer

A Sufian - Authorea Preprints, 2024 - techrxiv.org
Artificial intelligence, specially deep learning (DL)-based computer vision algorithms has
been revolutionizing video generation, enabling the creation of realistic videos through …

Evolving from Single-modal to Multi-modal Facial Deepfake Detection: A Survey

P Liu, Q Tao, JT Zhou - arXiv preprint arXiv:2406.06965, 2024 - arxiv.org
This survey addresses the critical challenge of deepfake detection amidst the rapid
advancements in artificial intelligence. As AI-generated media, including video, audio and …