Detecting both machine and human created fake face images in the wild

S Tariq, S Lee, H Kim, Y Shin, SS Woo - Proceedings of the 2nd …, 2018 - dl.acm.org
Due to the significant advancements in image processing and machine learning algorithms,
it is much easier to create, edit, and produce high quality images. However, attackers can …

Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet

S Lee, S Tariq, Y Shin, SS Woo - Applied soft computing, 2021 - Elsevier
The rapid progress of sophisticated image editing tools has made it easier to manipulate
original face images and create fake media content by putting one's face to another. In …

Benford's law applied to digital forensic analysis

P Fernandes, M Antunes - Forensic Science International: Digital …, 2023 - Elsevier
Tampered digital multimedia content has been increasingly used in a wide set of
cyberattacks, challenging criminal investigations and law enforcement authorities. The …

Gan is a friend or foe? a framework to detect various fake face images

S Tariq, S Lee, H Kim, Y Shin, SS Woo - Proceedings of the 34th ACM …, 2019 - dl.acm.org
Creating fake images such as replacing one's face with other person's face has become
much easier due to the advancement of sophisticated image editing tools. In addition …

A clustering-based framework for improving the performance of JPEG quantization step estimation

J Yang, Y Zhang, G Zhu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Quantization plays a pivotal role in JPEG compression with respect to the tradeoff between
image fidelity and storage size, and the blind estimation of quantization parameters has …

An enhanced approach for detecting double JPEG compression with the same quantization matrix

Y Niu, X Li, Y Zhao, R Ni - Signal Processing: Image Communication, 2019 - Elsevier
The number of different JPEG coefficients between two successive JPEG compressed
images with the same quantization matrix will monotonically decrease in general. This …

Real-time estimation for the parameters of Gaussian filtering via deep learning

F Ding, Y Shi, G Zhu, Y Shi - Journal of real-time image processing, 2020 - Springer
Driven by the development of digital technology, manipulation towards digital images
becomes simpler than ever before in recent years. Many smartphone applications bring the …

Statistical detection of JPEG traces in digital images in uncompressed formats

C Pasquini, G Boato… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Intrinsic statistical properties of natural uncompressed images are used in image forensics
for detecting the traces of previous processing operations. In this paper, we propose novel …

An efficient weak sharpening detection method for image forensics

F Ding, G Zhu, W Dong, YQ Shi - Journal of Visual Communication and …, 2018 - Elsevier
In recent years, image sharpening detection has become one of the main topics in the field
of image forensics. It is, however, still a challenge to detect the images sharpened with weak …

Quantization step estimation for JPEG image forensics

W Li, X Li, R Ni, Y Zhao - … on Circuits and Systems for Video …, 2021 - ieeexplore.ieee.org
In image forensics, quantization step estimation plays a crucial role in revealing the JPEG
compression history. This study focuses on the estimation for images that have been JPEG …