Media forensics and deepfakes: an overview

L Verdoliva - IEEE journal of selected topics in signal …, 2020 - ieeexplore.ieee.org
With the rapid progress in recent years, techniques that generate and manipulate
multimedia content can now provide a very advanced level of realism. The boundary …

[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 …

Transfer learning using convolutional neural network architectures for brain tumor classification from MRI images

R Chelghoum, A Ikhlef, A Hameurlaine… - … conference on artificial …, 2020 - Springer
Brain tumor classification is very important in medical applications to develop an effective
treatment. In this paper, we use brain contrast-enhanced magnetic resonance images (CE …

DOA-GAN: Dual-order attentive generative adversarial network for image copy-move forgery detection and localization

A Islam, C Long, A Basharat… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Images can be manipulated for nefarious purposes to hide content or to duplicate certain
objects through copy-move operations. Discovering a well-crafted copy-move forgery in …

Dual graph convolutional networks with transformer and curriculum learning for image captioning

X Dong, C Long, W Xu, C **ao - Proceedings of the 29th ACM …, 2021 - dl.acm.org
Existing image captioning methods just focus on understanding the relationship between
objects or instances in a single image, without exploring the contextual correlation existed …

Emergence of deepfakes and video tampering detection approaches: A survey

S Kingra, N Aggarwal, N Kaur - Multimedia Tools and Applications, 2023 - Springer
Digital content, particularly the digital videos recorded at specific angle, though, provides a
truthful picture of reality but the widespread proliferation of easy-to-use content editing …

Will deepfakes do deep damage?

S Greengard - Communications of the ACM, 2019 - dl.acm.org
Will deepfakes do deep damage? Page 1 JANUARY 2020 | VOL. 63 | NO. 1 |
COMMUNICATIONS OF THE ACM 17 news PHO T OB Y ROBER T LEVER/AFP VIA GETT Y …

Efficient detection of intra/inter-frame video copy-move forgery: a hierarchical coarse-to-fine method

JL Zhong, YF Gan, JX Yang - Journal of Information Security and …, 2024 - Elsevier
With a simple forgery technique but a realistic result, video copy-move forgery has currently
become one of the most popular tampering manners. In the last couple of years, various new …

Video manipulations beyond faces: A dataset with human-machine analysis

T Mittal, R Sinha, V Swaminathan… - Proceedings of the …, 2023 - openaccess.thecvf.com
As tools for content editing mature, and artificial intelligence (AI) based algorithms for
synthesizing media grow, the presence of manipulated content across online media is …

Multiple forgery detection in digital video with VGG-16-based deep neural network and KPCA

NA Shelke, SS Kasana - Multimedia Tools and Applications, 2024 - Springer
The amount of video data is growing exponentially on a daily basis. Easily available
software or mobile applications offer simple tools to perform the forgery in the video. So …