A survey on deepfake video detection

P Yu, Z **a, J Fei, Y Lu - Iet Biometrics, 2021 - Wiley Online Library
Recently, deepfake videos, generated by deep learning algorithms, have attracted
widespread attention. Deepfake technology can be used to perform face manipulation with …

A literature review and perspectives in deepfakes: generation, detection, and applications

D Dagar, DK Vishwakarma - International journal of multimedia information …, 2022 - Springer
In the last few years, with the advancement of deep learning methods, especially Generative
Adversarial Networks (GANs) and Variational Auto-encoders (VAEs), fabricated content has …

Deepfake generation and detection, a survey

T Zhang - Multimedia Tools and Applications, 2022 - Springer
Deepfake refers to realistic, but fake images, sounds, and videos generated by articial
intelligence methods. Recent advances in deepfake generation make deepfake more …

Traceevader: Making deepfakes more untraceable via evading the forgery model attribution

M Wu, J Ma, R Wang, S Zhang, Z Liang, B Li… - Proceedings of the …, 2024 - ojs.aaai.org
In recent few years, DeepFakes are posing serve threats and concerns to both individuals
and celebrities, as realistic DeepFakes facilitate the spread of disinformation. Model …

Deepfakes: evolution and trends

R Gil, J Virgili-Gomà, JM López-Gil, R García - Soft Computing, 2023 - Springer
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 …

[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 …

Deepfake video detection: challenges and opportunities

A Kaur, A Noori Hoshyar, V Saikrishna, S Firmin… - Artificial Intelligence …, 2024 - Springer
Deepfake videos are a growing social issue. These videos are manipulated by artificial
intelligence (AI) techniques (especially deep learning), an emerging societal issue …

Golden ratio based deep fake video detection system with fusion of capsule networks

S Dincer, G Ulutas, B Ustubioglu, G Tahaoglu… - Computers and …, 2024 - Elsevier
In recent years, with the massive development of new deep learning tools, the production of
fake video content has become widespread. This fake content has the potential to cause …

Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes

W Liu, T She, J Liu, R Wang, D Yao, Z Liang - arxiv preprint arxiv …, 2024 - arxiv.org
In recent years, DeepFake technology has achieved unprecedented success in high-quality
video synthesis, whereas these methods also pose potential and severe security threats to …

Application of spatial and Wavelet transforms for improved Deep Fake Detection

F Aymen, W Hussein - 2024 5th International Conference on …, 2024 - ieeexplore.ieee.org
Deepfake technology has been controversial for the past recent years. It has been
considered a double-edged sword for what it has the capability of doing. As much as deep …