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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 …
Security in smart cities: A brief review of digital forensic schemes for biometric data
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 …
devices. Smooth functioning of smart cities is conditioned on seamless communication …
Fighting fake news: Image splice detection via learned self-consistency
Advances in photo editing and manipulation tools have made it significantly easier to create
fake imagery, highlighting the need for better visual forensics algorithms. However, learning …
fake imagery, highlighting the need for better visual forensics algorithms. However, learning …
A self-supervised descriptor for image copy detection
Image copy detection is an important task for content moderation. We introduce SSCD, a
model that builds on a recent self-supervised contrastive training objective. We adapt this …
model that builds on a recent self-supervised contrastive training objective. We adapt this …
Image forgery detection: a survey of recent deep-learning approaches
M Zanardelli, F Guerrini, R Leonardi… - Multimedia Tools and …, 2023 - Springer
In the last years, due to the availability and easy of use of image editing tools, a large
amount of fake and altered images have been produced and spread through the media and …
amount of fake and altered images have been produced and spread through the media and …
Voterfraud2020: a multi-modal dataset of election fraud claims on twitter
The wide spread of unfounded election fraud claims surrounding the US 2020 election had
resulted in undermining of trust in the election, culminating in violence inside the US capitol …
resulted in undermining of trust in the election, culminating in violence inside the US capitol …
[PDF][PDF] The age of synthetic realities: Challenges and opportunities
Synthetic realities are digital creations or augmentations that are contextually generated
through the use of Artificial Intelligence (AI) methods, leveraging extensive amounts of data …
through the use of Artificial Intelligence (AI) methods, leveraging extensive amounts of data …
Generate, segment, and refine: Towards generic manipulation segmentation
Detecting manipulated images has become a significant emerging challenge. The advent of
image sharing platforms and the easy availability of advanced photo editing software have …
image sharing platforms and the easy availability of advanced photo editing software have …
Adversarial learning for constrained image splicing detection and localization based on atrous convolution
Y Liu, X Zhu, X Zhao, Y Cao - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
Constrained image splicing detection and localization (CISDL), which investigates two input
suspected images and identifies whether one image has suspected regions pasted from the …
suspected images and identifies whether one image has suspected regions pasted from the …
The Forchheim image database for camera identification in the wild
B Hadwiger, C Riess - … Workshops and Challenges: Virtual Event, January …, 2021 - Springer
Image provenance can represent crucial knowledge in criminal investigation and journalistic
fact checking. In the last two decades, numerous algorithms have been proposed for …
fact checking. In the last two decades, numerous algorithms have been proposed for …