[HTML][HTML] The face deepfake detection challenge

L Guarnera, O Giudice, F Guarnera, A Ortis, G Puglisi… - Journal of …, 2022 - mdpi.com
Multimedia data manipulation and forgery has never been easier than today, thanks to the
power of Artificial Intelligence (AI). AI-generated fake content, commonly called Deepfakes …

DeepFake detection for human face images and videos: A survey

A Malik, M Kuribayashi, SM Abdullahi, AN Khan - Ieee Access, 2022 - ieeexplore.ieee.org
Techniques for creating and manipulating multimedia information have progressed to the
point where they can now ensure a high degree of realism. DeepFake is a generative deep …

[HTML][HTML] DeepFakes detection across generations: Analysis of facial regions, fusion, and performance evaluation

R Tolosana, S Romero-Tapiador… - … Applications of Artificial …, 2022 - Elsevier
Media forensics has attracted a tremendous attention in the last years in part due to the
increasing concerns around DeepFakes. Since the release of the initial DeepFakes …

Unveiling the impact of image transformations on deepfake detection: An experimental analysis

F Cocchi, L Baraldi, S Poppi, M Cornia… - … Conference on Image …, 2023 - Springer
With the recent explosion of interest in visual Generative AI, the field of deepfake detection
has gained a lot of attention. In fact, deepfake detection might be the only measure to …

[Retracted] Comparative Analysis of Deepfake Image Detection Method Using Convolutional Neural Network

HS Shad, MM Rizvee, NT Roza… - Computational …, 2021 - Wiley Online Library
Generation Z is a data‐driven generation. Everyone has the entirety of humanity's
knowledge in their hands. The technological possibilities are endless. However, we use and …

An experimental evaluation on deepfake detection using deep face recognition

S Ramachandran, AV Nadimpalli… - … Conference on Security …, 2021 - ieeexplore.ieee.org
Significant advances in deep learning have obtained hallmark accuracy rates for various
computer vision applications. However, advances in deep generative models have also led …

[HTML][HTML] Comparison of deepfake detection techniques through deep learning

M Taeb, H Chi - Journal of Cybersecurity and Privacy, 2022 - mdpi.com
Deepfakes are realistic-looking fake media generated by deep-learning algorithms that
iterate through large datasets until they have learned how to solve the given problem (ie …

Deepfakes evolution: Analysis of facial regions and fake detection performance

R Tolosana, S Romero-Tapiador, J Fierrez… - … conference on pattern …, 2021 - Springer
Media forensics has attracted a lot of attention in the last years in part due to the increasing
concerns around DeepFakes. Since the initial DeepFake databases from the 1^ st 1 st …

Deepfake detection: humans vs. machines

P Korshunov, S Marcel - arXiv preprint arXiv:2009.03155, 2020 - arxiv.org
Deepfake videos, where a person's face is automatically swapped with a face of someone
else, are becoming easier to generate with more realistic results. In response to the threat …

[HTML][HTML] A review of image processing techniques for deepfakes

HF Shahzad, F Rustam, ES Flores, J Luis Vidal Mazon… - Sensors, 2022 - mdpi.com
Deep learning is used to address a wide range of challenging issues including large data
analysis, image processing, object detection, and autonomous control. In the same way …