A survey of deep learning-based source image forensics

P Yang, D Baracchi, R Ni, Y Zhao, F Argenti, A Piva - Journal of Imaging, 2020 - mdpi.com
Image source forensics is widely considered as one of the most effective ways to verify in a
blind way digital image authenticity and integrity. In the last few years, many researchers …

Media forensics on social media platforms: a survey

C Pasquini, I Amerini, G Boato - EURASIP Journal on Information Security, 2021 - Springer
The dependability of visual information on the web and the authenticity of digital media
appearing virally in social media platforms has been raising unprecedented concerns. As a …

[HTML][HTML] Trustworthy journalism through AI

AL Opdahl, B Tessem, DT Dang-Nguyen… - Data & Knowledge …, 2023 - Elsevier
Quality journalism has become more important than ever due to the need for quality and
trustworthy media outlets that can provide accurate information to the public and help to …

Secure information processing for multimedia forensics using zero-trust security model for large scale data analytics in SaaS cloud computing environment

M Saleem, MR Warsi, S Islam - Journal of Information Security and …, 2023 - Elsevier
Trust is an essential security component and plays a crucial role in building secure
information processing systems. Many organizations have adopted zero-trust principles in …

The Forchheim image database for camera identification in the wild

B Hadwiger, C Riess - International Conference on Pattern Recognition, 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 …

Visual user-generated content verification in journalism: an overview

SA Khan, G Sheikhi, AL Opdahl, F Rabbi… - IEEE …, 2023 - ieeexplore.ieee.org
Over the past few years, social media has become an indispensable part of the news
generation and dissemination cycle on the global stage. These digital channels along with …

Machine learning in digital forensics: a systematic literature review

T Nayerifard, H Amintoosi, AG Bafghi… - arxiv preprint arxiv …, 2023 - arxiv.org
Development and exploitation of technology have led to the further expansion and
complexity of digital crimes. On the other hand, the growing volume of data and …

[HTML][HTML] Uncovering the authorship: Linking media content to social user profiles

D Baracchi, D Shullani, M Iuliani, D Giani… - Pattern Recognition …, 2024 - Elsevier
The extensive spread of fake news on social networks is carried out by a diverse range of
users, encompassing private individuals, newspapers, and organizations. With widely …

Social network identification through image classification with CNN

I Amerini, CT Li, R Caldelli - IEEE access, 2019 - ieeexplore.ieee.org
Identification of the source social network based on the downloaded images is an important
multimedia forensic task with significant cybersecurity implications in light of the sheer …

Examining the impact of provenance-enabled media on trust and accuracy perceptions

KJK Feng, N Ritchie, P Blumenthal, A Parsons… - Proceedings of the …, 2023 - dl.acm.org
In recent years, industry leaders and researchers have proposed to use technical
provenance standards to address visual misinformation spread through digitally altered …