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 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 …

Copy-move and splicing image forgery detection and localization techniques: a review

K Asghar, Z Habib, M Hussain - Australian Journal of Forensic …, 2017 - Taylor & Francis
Digital image acquisition is now a simple task and information in the form of digital images is
drastically increasing on social media, which has both positive and negative impacts on a …

A comprehensive survey on methods for image integrity

P Capasso, G Cattaneo, M De Marsico - ACM Transactions on …, 2024 - dl.acm.org
The outbreak of digital devices on the Internet, the exponential diffusion of data (images,
video, audio, and text), along with their manipulation/generation also by artificial intelligence …

A survey on image forgery detection techniques

TK Huynh, KV Huynh, T Le-Tien… - The 2015 IEEE RIVF …, 2015 - ieeexplore.ieee.org
The paper presents a survey on Image Forgery Detection (IFD) techniques applied for both
Copy-Move and spliced images. The survey attempts to cover involved algorithms over past …

Bad teacher or unruly student: Can deep learning say something in image forensics analysis?

P Rota, E Sangineto, V Conotter… - … Conference on Pattern …, 2016 - ieeexplore.ieee.org
The pervasive availability of the Internet, coupled with the development of increasingly
powerful technologies, has led digital images to be the primary source of visual information …

PNU Spoofing: a menace for biometrics authentication systems?

A Bruno, G Cattaneo, UF Petrillo, P Capasso - Pattern Recognition Letters, 2021 - Elsevier
Abstract The Pixel Non-Uniformity noise (PNU noise, for short) is a characteristic noise of
digital camera sensors that has been originally used a mean to perform Source Camera …

A Bias-Free Training Paradigm for More General AI-generated Image Detection

F Guillaro, G Zingarini, B Usman, A Sud… - arXiv preprint arXiv …, 2024 - arxiv.org
Successful forensic detectors can produce excellent results in supervised learning
benchmarks but struggle to transfer to real-world applications. We believe this limitation is …

Multiscale local gabor phase quantization for image forgery detection

MM Isaac, M Wilscy - Multimedia Tools and Applications, 2017 - Springer
Image Forgery is a field that has attracted the attention of a significant number of researchers
in the recent years. The widespread popularity of imagery applications and the advent of …

[PDF][PDF] Data-Driven Digital Integrity Verification

D Cozzolino, G Poggi, L Verdoliva - Multimedia Forensics, 2022 - library.oapen.org
Images and videos are by now a dominant part of the information flowing on the Internet and
the preferred communication means for younger generations. Besides providing information …