Understanding digital image anti-forensics: an analytical review

N Taneja, VS Bramhe, D Bhardwaj… - Multimedia Tools and …, 2024 - Springer
Image forensics is essential for detecting image manipulation, authenticating images, and
identifying sources of images. A forensic analyst can make use of various artifacts to develop …

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 …

3D reconstruction based on the depth image: A review

Q Mi, T Gao - International Conference on Innovative Mobile and …, 2022 - Springer
Abstract Three-dimensional (3D) reconstruction is an important field of computer vision.
Though Image-based 3D reconstruction is more widely used due to its low environmental …

A robust open-set multi-instance learning for defending adversarial attacks in digital image

K Uddin, Y Yang, TH Jeong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In recent times, digital image forensics is gaining increased attention in multimedia forensics
owing to the widespread scam alertness. Several forensic methods have been studied to …

Diffusion models meet image counter-forensics

M Tailanian, M Gardella, A Pardo… - Proceedings of the …, 2024 - openaccess.thecvf.com
From its acquisition in the camera sensors to its storage, different operations are performed
to generate the final image. This pipeline imprints specific traces into the image to form a …

Digital image forensic approach to counter the JPEG anti-forensic attacks

A Kumar, G Singh, A Kansal, K Singh - IEEE Access, 2020 - ieeexplore.ieee.org
Rapid advancement in digital image processing tools and software's has made it extremely
simple to manipulate the digital images without leaving any footprints. It becomes a hot issue …

Digital image forensic approach based on the second-order statistical analysis of CFA artifacts

G Singh, K Singh - Forensic Science International: Digital Investigation, 2020 - Elsevier
The truthfulness of digital images can be evaluated by investigating the CFA artifacts
introduced due to the interpolation process of the image acquisition phase. In this paper, an …

Systematic Review: Anti-Forensic Computer Techniques

R González Arias, J Bermejo Higuera… - Applied Sciences, 2024 - mdpi.com
The main purpose of anti-forensic computer techniques, in the broadest sense, is to hinder
the investigation of a computer attack by eliminating traces and preventing the collection of …

A robust residual dense neural network for countering antiforensic attack on median filtered images

DB Tariang, RS Chakraborty… - IEEE Signal Processing …, 2019 - ieeexplore.ieee.org
Recently, antiforensic methods have been proposed that invalidate most of the state-of-the-
art median filter digital image forensic techniques. Also, the existing counter antiforensic …

Exposing JPEG compression footprints by using second-order statistical analysis

A Kumar, AK Kushwaha - Multimedia Tools and Applications, 2025 - Springer
JPEG standards are widely used in most picture editing software and devices for image
acquisition. Because the image format JPEG is the most popular and utmost used, therefore …