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 …
multimedia content can now provide a very advanced level of realism. The boundary …
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 …
advanced photo-editing software packages and high resolution capturing devices. Verifying …
Towards flexible blind JPEG artifacts removal
Training a single deep blind model to handle different quality factors for JPEG image
artifacts removal has been attracting considerable attention due to its convenience for …
artifacts removal has been attracting considerable attention due to its convenience for …
Image splicing localization using a multi-task fully convolutional network (MFCN)
In this work, we propose a technique that utilizes a fully convolutional network (FCN) to
localize image splicing attacks. We first evaluated a single-task FCN (SFCN) trained only on …
localize image splicing attacks. We first evaluated a single-task FCN (SFCN) trained only on …
Aligned and non-aligned double JPEG detection using convolutional neural networks
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 …
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 …
area of image forensics. These techniques have been designed to identify the source of a …
Image forgery detection
H Farid - IEEE Signal processing magazine, 2009 - ieeexplore.ieee.org
We are undoubtedly living in an age where we are exposed to a remarkable array of visual
imagery. While we may have historically had confidence in the integrity of this imagery …
imagery. While we may have historically had confidence in the integrity of this imagery …
IMD2020: A large-scale annotated dataset tailored for detecting manipulated images
A Novozamsky, B Mahdian… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Witnessing impressive results of deep nets in a number of computer vision problems, the
image forensic community has begun to utilize them in the challenging domain of detecting …
image forensic community has begun to utilize them in the challenging domain of detecting …
Information forensics: An overview of the first decade
In recent decades, we have witnessed the evolution of information technologies from the
development of VLSI technologies, to communication and networking infrastructure, to the …
development of VLSI technologies, to communication and networking infrastructure, to the …
Image forgery localization via block-grained analysis of JPEG artifacts
In this paper, we propose a forensic algorithm to discriminate between original and forged
regions in JPEG images, under the hypothesis that the tampered image presents a double …
regions in JPEG images, under the hypothesis that the tampered image presents a double …