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] Generative Artificial Intelligence and the Evolving Challenge of Deepfake Detection: A Systematic Analysis

R Babaei, S Cheng, R Duan, S Zhao - Journal of Sensor and Actuator …, 2025 - mdpi.com
Deepfake technology, which employs advanced generative artificial intelligence to create
hyper-realistic synthetic media, poses significant challenges across various sectors …

Detection of manipulated face videos over social networks: A large-scale study

F Marcon, C Pasquini, G Boato - Journal of Imaging, 2021 - mdpi.com
The detection of manipulated videos represents a highly relevant problem in multimedia
forensics, which has been widely investigated in the last years. However, a common trait of …

Deepfake creation and detection using ensemble deep learning models

S Rao, NA Shelke, A Goel, H Bansal - Proceedings of the 2022 …, 2022 - dl.acm.org
The use of Artificial Intelligence to create falsified videos using Deep Neural Networks is
posing a serious problem in distinguishing the real from the counterfeit. These counterfeit …

[PDF][PDF] Deepfake Attacks: Generation, Detection, Datasets, Challenges, and Research Directions. Computers 2023, 12, 216

A Naitali, M Ridouani, F Salahdine, N Kaabouch - 2023 - pdfs.semanticscholar.org
Recent years have seen a substantial increase in interest in deepfakes, a fast-develo**
field at the nexus of artificial intelligence and multimedia. These artificial media creations …

[PDF][PDF] DINO-rPPG: Remote Photoplethysmography Measurement using Facial Representation from DINO Guidance

J Choi, SJ Lee - RePSS@ IJCAI, 2024 - ceur-ws.org
Remote photoplethysmography (rPPG) is a camera-based technique that enables non-
invasive monitoring of physiological signals such as heart rate (HR) and respiration rate …