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A comprehensive survey on robust image watermarking
With the rapid development and popularity of the Internet, multimedia security has become a
general essential concern. Especially, as manipulation of digital images gets much easier …
general essential concern. Especially, as manipulation of digital images gets much easier …
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 …
multimedia content can now provide a very advanced level of realism. The boundary …
Deepfakes and beyond: A survey of face manipulation and fake detection
The free access to large-scale public databases, together with the fast progress of deep
learning techniques, in particular Generative Adversarial Networks, have led to the …
learning techniques, in particular Generative Adversarial Networks, have led to the …
Mesonet: a compact facial video forgery detection network
This paper presents a method to automatically and efficiently detect face tampering in
videos, and particularly focuses on two recent techniques used to generate hyper-realistic …
videos, and particularly focuses on two recent techniques used to generate hyper-realistic …
Video face manipulation detection through ensemble of cnns
In the last few years, several techniques for facial manipulation in videos have been
successfully developed and made available to the masses (ie, FaceSwap, deepfake, etc.) …
successfully developed and made available to the masses (ie, FaceSwap, deepfake, etc.) …
Determining authenticity of video evidence in the age of artificial intelligence and in the wake of Deepfake videos
Deepfake videos are the product of artificial intelligence or machine-learning applications
that merge, combine, replace and superimpose images and video clips onto a video …
that merge, combine, replace and superimpose images and video clips onto a video …
A deep neural network for image quality assessment
This paper presents a no reference image (NR) quality assessment (IQA) method based on
a deep convolutional neural network (CNN). The CNN takes unpreprocessed image patches …
a deep convolutional neural network (CNN). The CNN takes unpreprocessed image patches …
Deep-learning-empowered digital forensics for edge consumer electronics in 5G HetNets
The upcoming 5G heterogeneous networks (HetNets) have attracted much attention
worldwide. Large amounts of high-velocity data can be transported by using the bandwidth …
worldwide. Large amounts of high-velocity data can be transported by using the bandwidth …
[HTML][HTML] A comprehensive survey on digital video forensics: Taxonomy, challenges, and future directions
With the explosive advancements in smartphone technology, video uploading/downloading
has become a routine part of digital social networking. Video contents contain valuable …
has become a routine part of digital social networking. Video contents contain valuable …
Iterative copy-move forgery detection based on a new interest point detector
In this paper, we propose a novel copy-move forgery detection scheme that can accurately
localize duplicated regions with a reasonable computational cost. To this end, a new interest …
localize duplicated regions with a reasonable computational cost. To this end, a new interest …