Deepfake detection: A systematic literature review
Over the last few decades, rapid progress in AI, machine learning, and deep learning has
resulted in new techniques and various tools for manipulating multimedia. Though the …
resulted in new techniques and various tools for manipulating multimedia. Though the …
Deepfake video detection using convolutional vision transformer
Towards solving the deepfake problem: An analysis on improving deepfake detection using dynamic face augmentation
In this paper, we focus on identifying the limitations and shortcomings of existing deepfake
detection frameworks. We identified some key problems surrounding deepfake detection …
detection frameworks. We identified some key problems surrounding deepfake detection …
A Comprehensive Review of DeepFake Detection Using Advanced Machine Learning and Fusion Methods
Recent advances in Generative Artificial Intelligence (AI) have increased the possibility of
generating hyper-realistic DeepFake videos or images to cause serious harm to vulnerable …
generating hyper-realistic DeepFake videos or images to cause serious harm to vulnerable …
Data augmentation-based novel deep learning method for deepfaked images detection
Recent advances in artificial intelligence have led to deepfake images, enabling users to
replace a real face with a genuine one. deepfake images have recently been used to malign …
replace a real face with a genuine one. deepfake images have recently been used to malign …
A machine learning based approach for deepfake detection in social media through key video frame extraction
In the last few years, with the advent of deepfake videos, image forgery has become a
serious threat. In a deepfake video, a person's face, emotion or speech are replaced by …
serious threat. In a deepfake video, a person's face, emotion or speech are replaced by …
DFDT: an end-to-end deepfake detection framework using vision transformer
The ever-growing threat of deepfakes and large-scale societal implications has propelled
the development of deepfake forensics to ascertain the trustworthiness of digital media. A …
the development of deepfake forensics to ascertain the trustworthiness of digital media. A …
Real-time advanced computational intelligence for deep fake video detection
As digitization is increasing, threats to our data are also increasing at a faster pace.
Generating fake videos does not require any particular type of knowledge, hardware …
Generating fake videos does not require any particular type of knowledge, hardware …