A systematic literature review on the effectiveness of deepfake detection techniques
L Stroebel, M Llewellyn, T Hartley, TS Ip… - Journal of Cyber …, 2023 - Taylor & Francis
With technological advances, the generation of deepfake material is now within reach of
those operating consumer-grade hardware. As a result, much research has been …
those operating consumer-grade hardware. As a result, much research has been …
A review of deep learning‐based approaches for deepfake content detection
Recent advancements in deep learning generative models have raised concerns as they
can create highly convincing counterfeit images and videos. This poses a threat to people's …
can create highly convincing counterfeit images and videos. This poses a threat to people's …
[HTML][HTML] Unmasking deepfakes: A systematic review of deepfake detection and generation techniques using artificial intelligence
F Abbas, A Taeihagh - Expert Systems With Applications, 2024 - Elsevier
Due to the fast spread of data through digital media, individuals and societies must assess
the reliability of information. Deepfakes are not a novel idea but they are now a widespread …
the reliability of information. Deepfakes are not a novel idea but they are now a widespread …
LW-DeepFakeNet: a lightweight time distributed CNN-LSTM network for real-time DeepFake video detection
With the large-scale and pervading social media platforms and the recent advances in
generative deep learning techniques, it is nowadays quite common to forge highly-realistic …
generative deep learning techniques, it is nowadays quite common to forge highly-realistic …
DT-TransUNet: A Dual-Task Model for Deepfake Detection and Segmentation
J Zheng, Y Zhou, X Hu, Z Tang - Chinese Conference on Pattern …, 2023 - Springer
The swift advancement of deepfake technology has given rise to concerns regarding its
potential misuse, necessitating the detection of fake images and acquisition of supportive …
potential misuse, necessitating the detection of fake images and acquisition of supportive …
Detection of deepfake technology in images and videos
Y Liu, T Sun, Z Wang, X Zhao… - … Journal of Ad Hoc …, 2024 - inderscienceonline.com
In response to the low accuracy, weak generalisation, and insufficient consideration of cross-
dataset detection in deepfake images and videos, this article adopted the miniXception and …
dataset detection in deepfake images and videos, this article adopted the miniXception and …