Media forensics and deepfakes: an overview

L Verdoliva - IEEE journal of selected topics in signal …, 2020 - ieeexplore.ieee.org
With the rapid progress in recent years, techniques that generate and manipulate
multimedia content can now provide a very advanced level of realism. The boundary …

Digital image steganography: Survey and analysis of current methods

A Cheddad, J Condell, K Curran, P Mc Kevitt - Signal processing, 2010 - Elsevier
Steganography is the science that involves communicating secret data in an appropriate
multimedia carrier, eg, image, audio, and video files. It comes under the assumption that if …

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 …

CAT-Net: Compression artifact tracing network for detection and localization of image splicing

MJ Kwon, IJ Yu, SH Nam… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Detecting and localizing image splicing has become essential to fight against malicious
forgery. A major challenge to localize spliced areas is to discriminate between authentic and …

A sift-based forensic method for copy–move attack detection and transformation recovery

I Amerini, L Ballan, R Caldelli… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
One of the principal problems in image forensics is determining if a particular image is
authentic or not. This can be a crucial task when images are used as basic evidence to …

Learning jpeg compression artifacts for image manipulation detection and localization

MJ Kwon, SH Nam, IJ Yu, HK Lee, C Kim - International Journal of …, 2022 - Springer
Detecting and localizing image manipulation are necessary to counter malicious use of
image editing techniques. Accordingly, it is essential to distinguish between authentic and …

[KNIHA][B] Steganography in digital media: principles, algorithms, and applications

J Fridrich - 2009 - books.google.com
Steganography, the art of hiding of information in apparently innocuous objects or images, is
a field with a rich heritage, and an area of rapid current development. This clear, self …

Digital image forgery detection using passive techniques: A survey

GK Birajdar, VH Mankar - Digital investigation, 2013 - Elsevier
Today manipulation of digital images has become easy due to powerful computers,
advanced photo-editing software packages and high resolution capturing devices. Verifying …

Aligned and non-aligned double JPEG detection using convolutional neural networks

M Barni, L Bondi, N Bonettini, P Bestagini… - Journal of Visual …, 2017 - Elsevier
Due to the wide diffusion of JPEG coding standard, the image forensic community has
devoted significant attention to the development of double JPEG (DJPEG) compression …

An overview on image forensics

A Piva - International Scholarly Research Notices, 2013 - Wiley Online Library
The aim of this survey is to provide a comprehensive overview of the state of the art in the
area of image forensics. These techniques have been designed to identify the source of a …