Tall: Thumbnail layout for deepfake video detection

Y Xu, J Liang, G Jia, Z Yang… - Proceedings of the …, 2023 - openaccess.thecvf.com
The growing threats of deepfakes to society and cybersecurity have raised enormous public
concerns, and increasing efforts have been devoted to this critical topic of deepfake video …

Aunet: Learning relations between action units for face forgery detection

W Bai, Y Liu, Z Zhang, B Li… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Face forgery detection becomes increasingly crucial due to the serious security issues
caused by face manipulation techniques. Recent studies in deepfake detection have yielded …

Quality-agnostic deepfake detection with intra-model collaborative learning

BM Le, SS Woo - Proceedings of the IEEE/CVF International …, 2023 - openaccess.thecvf.com
Deepfake has recently raised a plethora of societal concerns over its possible security
threats and dissemination of fake information. Much research on deepfake detection has …

Noise based deepfake detection via multi-head relative-interaction

T Wang, KP Chow - Proceedings of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
Deepfake brings huge and potential negative impacts to our daily lives. As the real-life
Deepfake videos circulated on the Internet become more authentic, most existing detection …

Forensic symmetry for deepfakes

G Li, X Zhao, Y Cao - IEEE Transactions on Information …, 2023 - ieeexplore.ieee.org
In this paper, we propose a new DeepFakes forensics approach called forensic symmetry,
which determines whether two symmetrical face patches contain the same or different …

A review on deepfake generation and detection: bibliometric analysis

A Kaushal, S Kumar, R Kumar - Multimedia Tools and Applications, 2024 - Springer
Deepfake refers to an artificial intelligence-based technique to produce manipulated videos
that look realistic. However, this good aspect of Deepfake sometimes pose serious threats to …

Exposing the deception: Uncovering more forgery clues for deepfake detection

Z Ba, Q Liu, Z Liu, S Wu, F Lin, L Lu… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Deepfake technology has given rise to a spectrum of novel and compelling applications.
Unfortunately, the widespread proliferation of high-fidelity fake videos has led to pervasive …

Sepmark: Deep separable watermarking for unified source tracing and deepfake detection

X Wu, X Liao, B Ou - Proceedings of the 31st ACM International …, 2023 - dl.acm.org
Malicious Deepfakes have led to a sharp conflict over distinguishing between genuine and
forged faces. Although many countermeasures have been developed to detect Deepfakes …

Fighting malicious media data: A survey on tampering detection and deepfake detection

J Wang, Z Li, C Zhang, J Chen, Z Wu, LS Davis… - arXiv preprint arXiv …, 2022 - arxiv.org
Online media data, in the forms of images and videos, are becoming mainstream
communication channels. However, recent advances in deep learning, particularly deep …

Deepfake video detection based on MesoNet with preprocessing module

Z Xia, T Qiao, M Xu, X Wu, L Han, Y Chen - Symmetry, 2022 - mdpi.com
With the development of computer hardware and deep learning, face manipulation videos
represented by Deepfake have been widely spread on social media. From the perspective of …