Digital image integrity–a survey of protection and verification techniques

P Korus - Digital Signal Processing, 2017 - Elsevier
We are currently on a verge of a revolution in digital photography. Developments in
computational imaging and adoption of artificial intelligence have spawned new editing …

[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 …

Robust detection of image operator chain with two-stream convolutional neural network

X Liao, K Li, X Zhu, KJR Liu - IEEE Journal of Selected Topics …, 2020 - ieeexplore.ieee.org
Many forensic techniques have recently been developed to determine whether an image
has undergone a specific manipulation operation. When multiple consecutive operations are …

Image splicing forgery detection combining coarse to refined convolutional neural network and adaptive clustering

B Xiao, Y Wei, X Bi, W Li, J Ma - Information Sciences, 2020 - Elsevier
This paper proposes a splicing forgery detection method with two parts: a coarse-to-refined
convolutional neural network (C2RNet) and diluted adaptive clustering. The proposed …

Contrast enhancement-based forensics in digital images

G Cao, Y Zhao, R Ni, X Li - IEEE transactions on information …, 2014 - ieeexplore.ieee.org
As a retouching manipulation, contrast enhancement is typically used to adjust the global
brightness and contrast of digital images. Malicious users may also perform contrast …

Localization of diffusion-based inpainting in digital images

H Li, W Luo, J Huang - IEEE transactions on information …, 2017 - ieeexplore.ieee.org
Image inpainting, an image processing technique for restoring missing or damaged image
regions, can be utilized by forgers for removing objects in digital images. Since no obviously …

Identification of various image operations using residual-based features

H Li, W Luo, X Qiu, J Huang - … on Circuits and Systems for Video …, 2016 - ieeexplore.ieee.org
Image forensics has attracted wide attention during the past decade. However, most existing
works aim at detecting a certain operation, which means that their proposed features usually …

SNIS: A signal noise separation-based network for post-processed image forgery detection

J Chen, X Liao, W Wang, Z Qian, Z Qin… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Image forgery detection has aroused widespread research interest in both academia and
industry because of its potential security threats. Existing forgery detection methods achieve …

Image forgery localization via integrating tampering possibility maps

H Li, W Luo, X Qiu, J Huang - IEEE Transactions on Information …, 2017 - ieeexplore.ieee.org
Over the past decade, many efforts have been made in passive image forensics. Although it
is able to detect tampered images at high accuracies based on some carefully designed …

Median filtered image restoration and anti-forensics using adversarial networks

D Kim, HU Jang, SM Mun, S Choi… - IEEE Signal Processing …, 2017 - ieeexplore.ieee.org
Median filtering is used as an anti-forensic technique to erase processing history of some
image manipulations such as JPEG, resampling, etc. Thus, various detectors have been …