Security in smart cities: A brief review of digital forensic schemes for biometric data

A Ross, S Banerjee, A Chowdhury - Pattern Recognition Letters, 2020 - Elsevier
A smart city is engineered to be a self-sustained ecosystem driven by Internet-of-Things (IoT)
devices. Smooth functioning of smart cities is conditioned on seamless communication …

Mantra-net: Manipulation tracing network for detection and localization of image forgeries with anomalous features

Y Wu, W AbdAlmageed… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
To fight against real-life image forgery, which commonly involves different types and
combined manipulations, we propose a unified deep neural architecture called ManTra-Net …

Noiseprint: A CNN-based camera model fingerprint

D Cozzolino, L Verdoliva - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
Forensic analyses of digital images rely heavily on the traces of in-camera and out-camera
processes left on the acquired images. Such traces represent a sort of camera fingerprint. If …

Robust image forgery detection over online social network shared images

H Wu, J Zhou, J Tian, J Liu - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
The increasing abuse of image editing softwares, such as Photoshop and Meitu, causes the
authenticity of digital images questionable. Meanwhile, the widespread availability of online …

Overview of image inpainting and forensic technology

K Liu, J Li, SS Hussain Bukhari - Security and Communication …, 2022 - Wiley Online Library
At present, digital image is the most significant information carrier on the Internet, which
provides convenience for people to exchange information. With the progress of image …

Perceptual hashing for image authentication: A survey

L Du, ATS Ho, R Cong - Signal Processing: Image Communication, 2020 - Elsevier
Perceptual hashing is used for multimedia content identification and authentication through
perception digests based on the understanding of multimedia content. This paper presents a …

A survey on image tampering and its detection in real-world photos

L Zheng, Y Zhang, VLL Thing - Journal of Visual Communication and …, 2019 - Elsevier
Editing a real-world photo through computer software or mobile applications is one of the
easiest things one can do today before sharing the doctored image on one's social …

Double JPEG detection in mixed JPEG quality factors using deep convolutional neural network

J Park, D Cho, W Ahn, HK Lee - Proceedings of the …, 2018 - openaccess.thecvf.com
Double JPEG detection is essential for detecting various image manipulations. This paper
proposes a novel deep convolutional neural network for double JPEG detection using …

Cnn based image forgery detection using pre-trained alexnet model

A Doegar, M Dutta, K Gaurav - International Journal of …, 2019 - papers.ssrn.com
Image forgery detection is an approach for detection and localization of forged component
from a manipulated image. To find manipulation or tampering in the original image, an …

Image manipulation localization using attentional cross-domain CNN features

S Li, S Xu, W Ma, Q Zong - IEEE Transactions on Neural …, 2021 - ieeexplore.ieee.org
Along with the advancement of manipulation technologies, image modification is becoming
increasingly convenient and imperceptible. To tackle the challenging image tampering …