[HTML][HTML] Recent advances in passive digital image security forensics: A brief review

X Lin, JH Li, SL Wang, F Cheng, XS Huang - Engineering, 2018 - Elsevier
With the development of sophisticated image editing and manipulation tools, the originality
and authenticity of a digital image is usually hard to determine visually. In order to detect …

A comprehensive survey of image and video forgery techniques: variants, challenges, and future directions

ST Nabi, M Kumar, P Singh, N Aggarwal, K Kumar - Multimedia Systems, 2022 - Springer
With the advent of Internet, images and videos are the most vulnerable media that can be
exploited by criminals to manipulate for hiding the evidence of the crime. This is now easier …

Anti-forensics for face swapping videos via adversarial training

F Ding, G Zhu, Y Li, X Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Generating falsified faces by artificial intelligence, widely known as DeepFake, has attracted
attention worldwide since 2017. Given the potential threat brought by this novel technique …

Deep-learning-empowered digital forensics for edge consumer electronics in 5G HetNets

F Ding, G Zhu, M Alazab, X Li… - IEEE consumer electronics …, 2020 - ieeexplore.ieee.org
The upcoming 5G heterogeneous networks (HetNets) have attracted much attention
worldwide. Large amounts of high-velocity data can be transported by using the bandwidth …

A bibliography of pixel-based blind image forgery detection techniques

MA Qureshi, M Deriche - Signal Processing: Image Communication, 2015 - Elsevier
With the advent of powerful image editing tools, manipulating images and changing their
content is becoming a trivial task. Now, you can add, change or delete significant information …

ExS-GAN: Synthesizing anti-forensics images via extra supervised GAN

F Ding, Z Shen, G Zhu, S Kwong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
So far, researchers have proposed many forensics tools to protect the authenticity and
integrity of digital information. However, with the explosive development of machine …

Image forgery detection: survey and future directions

KB Meena, V Tyagi - Data, Engineering and Applications: Volume 2, 2019 - Springer
In this age of digitization, digital images are used as a prominent carrier of visual
information. Images are becoming increasingly ubiquitous in everyday life. Unprecedented …

[PDF][PDF] Forensics face detection from GANs using convolutional neural network

NT Do, IS Na, SH Kim - ISITC, 2018 - researchgate.net
Networks (GANs) brings the new challenge in anti-forensics face techniques. Many
applications use GANs to create fake images/videos leading identity theft and privacy …

DeformableGAN: generating medical images with improved integrity for healthcare cyber physical systems

Z Shen, F Ding, A Jolfaei, K Yadav… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The development of deep learning enables the production of new images via generative
adversarial networks (GANs). The GANs have now been widely applied in the industry as …

Copy-move forgery detection technique based on discrete cosine transform blocks features

EA Armas Vega, E González Fernández… - Neural Computing and …, 2021 - Springer
With the increasing number of software applications that allow altering digital images and
their ease of use, they weaken the credibility of an image. This problem, together with the …