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 …

A review of deep learning‐based approaches for deepfake content detection

LA Passos, D Jodas, KAP Costa… - Expert …, 2024 - Wiley Online Library
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 …

[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 …

LW-DeepFakeNet: a lightweight time distributed CNN-LSTM network for real-time DeepFake video detection

U Masud, M Sadiq, S Masood, M Ahmad… - Signal, Image and Video …, 2023 - Springer
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 …

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 …

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 …