Detecting compressed deepfake videos in social networks using frame-temporality two-stream convolutional network

J Hu, X Liao, W Wang, Z Qin - IEEE Transactions on Circuits …, 2021 - ieeexplore.ieee.org
The development of technologies that can generate Deepfake videos is expanding rapidly.
These videos are easily synthesized without leaving obvious traces of manipulation. Though …

[HTML][HTML] Digital video tampering detection and localization: Review, representations, challenges and algorithm

N Akhtar, M Saddique, K Asghar, UI Bajwa, M Hussain… - Mathematics, 2022 - mdpi.com
Digital videos are now low-cost, easy to capture and easy to share on social media due to
the common feature of video recording in smart phones and digital devices. However, with …

IID-Net: Image inpainting detection network via neural architecture search and attention

H Wu, J Zhou - IEEE Transactions on Circuits and Systems for …, 2021 - ieeexplore.ieee.org
Deep learning (DL) has demonstrated its powerful capabilities in the field of image
inpainting, which could produce visually plausible results. Meanwhile, the malicious use of …

Artifacts-disentangled adversarial learning for deepfake detection

X Li, R Ni, P Yang, Z Fu, Y Zhao - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the development of facial manipulation technologies, the generated deepfake videos
cause a severe trust crisis in society. Existing methods prove that effective extraction of the …

A comprehensive survey on state-of-the-art video forgery detection techniques

S Mohiuddin, S Malakar, M Kumar, R Sarkar - Multimedia Tools and …, 2023 - Springer
Video plays a key role in carrying authenticity, especially in the surveillance system, medical
field, court evidence, journalism, and social media among others. However, nowadays the …

Coarse-to-fine copy-move forgery detection for video forensics

S Jia, Z Xu, H Wang, C Feng, T Wang - IEEE Access, 2018 - ieeexplore.ieee.org
Video copy-move forgery detection is one of the hot topics in multimedia forensics to protect
digital videos from malicious use. Several approaches have been presented through …

Detecting double JPEG compressed color images with the same quantization matrix in spherical coordinates

J Wang, H Wang, J Li, X Luo, YQ Shi… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Detection of double Joint Photographic Experts Group (JPEG) compression is an important
part of image forensics. Although methods in the past studies have been presented for …

Spatiotemporal trident networks: detection and localization of object removal tampering in video passive forensics

Q Yang, D Yu, Z Zhang, Y Yao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the development of video and image processing technology, the field of video
tampering forensics is facing enormous challenges. Specifically, as the fundamental basis of …

Video frame and region duplication forgery detection based on correlation coefficient and coefficient of variation

G Singh, K Singh - Multimedia Tools and Applications, 2019 - Springer
In this paper, we present a passive blind scheme consisting of two different algorithms to
detect frame and region duplication forgeries in videos. We have examined the video frame …

Appearance matters, so does audio: Revealing the hidden face via cross-modality transfer

C Kong, B Chen, W Yang, H Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Recently, there has been an exponential increase in the security concerns raised by faking
face (eg, deepfake), which automatically changes the identity with a specifically learned …