The creation and detection of deepfakes: A survey
Generative deep learning algorithms have progressed to a point where it is difficult to tell the
difference between what is real and what is fake. In 2018, it was discovered how easy it is to …
difference between what is real and what is fake. In 2018, it was discovered how easy it is to …
A comprehensive review of deep-learning-based methods for image forensics
I Castillo Camacho, K Wang - Journal of imaging, 2021 - mdpi.com
Seeing is not believing anymore. Different techniques have brought to our fingertips the
ability to modify an image. As the difficulty of using such techniques decreases, lowering the …
ability to modify an image. As the difficulty of using such techniques decreases, lowering the …
Deepfakes and beyond: A survey of face manipulation and fake detection
The free access to large-scale public databases, together with the fast progress of deep
learning techniques, in particular Generative Adversarial Networks, have led to the …
learning techniques, in particular Generative Adversarial Networks, have led to the …
Deep learning for deepfakes creation and detection: A survey
Deep learning has been successfully applied to solve various complex problems ranging
from big data analytics to computer vision and human-level control. Deep learning advances …
from big data analytics to computer vision and human-level control. Deep learning advances …
DeepFake detection for human face images and videos: A survey
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 …
point where they can now ensure a high degree of realism. DeepFake is a generative deep …
A survey on learning to reject
Learning to reject is a special kind of self-awareness (the ability to know what you do not
know), which is an essential factor for humans to become smarter. Although machine …
know), which is an essential factor for humans to become smarter. Although machine …
[HTML][HTML] Exposing deepfakes using a deep multilayer perceptron–convolutional neural network model
Creating deepfakes has rapidly become easier and more accessible due to advancements
in hardware and computing. The harmful nature of deepfakes urges immediate action to …
in hardware and computing. The harmful nature of deepfakes urges immediate action to …
DeepFake on face and expression swap: A review
Remarkable advances have been made in deep learning, leading to the emergence of
highly realistic AI-generated videos known as deepfakes. Deepfakes use generative models …
highly realistic AI-generated videos known as deepfakes. Deepfakes use generative models …
An investigation of the effectiveness of deepfake models and tools
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 …
approaches have been introduced that allow anyone to create videos and pictures that are …
Deepfakes: evolution and trends
This study conducts research on deepfakes technology evolution and trends based on a
bibliometric analysis of the articles published on this topic along with six research questions …
bibliometric analysis of the articles published on this topic along with six research questions …