A comprehensive taxonomy on multimedia video forgery detection techniques: challenges and novel trends

W El-Shafai, MA Fouda, ESM El-Rabaie… - Multimedia Tools and …, 2024 - Springer
Thousands of videos are posted on websites and social media every day, including Twitter,
Facebook, WhatsApp, Instagram, and YouTube. Newspapers, law enforcement publications …

[HTML][HTML] Interpol review of forensic video analysis, 2019–2022

Z Geradts, Q Riphagen - Forensic Science International: Synergy, 2023 - Elsevier
The review focuses mostly on English literature, and which was available from public data
sources from 2018 to 2022. Also we had to make a selection, since searches on video …

Source camera identification techniques: a survey

CE Nwokeji, A Sheikh-Akbari, A Gorbenko, I Mporas - Journal of Imaging, 2024 - mdpi.com
The successful investigation and prosecution of significant crimes, including child
pornography, insurance fraud, movie piracy, traffic monitoring, and scientific fraud, hinge …

[HTML][HTML] Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone

Y Akbari, S Al Maadeed, O Elharrouss… - Expert systems with …, 2024 - Elsevier
Over the last decade, videos uploaded and shared through web-based multimedia platforms
and mobile applications have proliferated worldwide. This is because cloud-based …

Video source camera identification using fusion of texture features and noise fingerprint

T Anmol, K Sitara - Forensic Science International: Digital Investigation, 2024 - Elsevier
In Video forensics, the objective of Source Camera Identification (SCI) is to identify and verify
the origin of a video that is under investigation. This aids the investigator to trace the video to …

ASMF: Ambient social media forensics chain of custody with an intelligent digital investigation process using federated learning

AA Khan, X Zhang, F Hajjej, J Yang, CS Ku, LY Por - Heliyon, 2024 - cell.com
Ambient Intelligence is a concept that relates to a new paradigm of pervasive computing and
has the objective of automating responses from the system to humans without any human …

[HTML][HTML] Source camera identification with a robust device fingerprint: evolution from image-based to video-based approaches

Manisha, CT Li, KA Kotegar - Sensors, 2023 - mdpi.com
With the increasing prevalence of digital multimedia content, the need for reliable and
accurate source camera identification has become crucial in applications such as digital …

MDM-CPS: A few-shot sample approach for source camera identification

B Wang, J Hou, F Wei, F Yu, W Zheng - Expert Systems with Applications, 2023 - Elsevier
The purpose of source camera identification (SCI) is to identify the source device of target
images, so as to ensure the source reliability of digital images. However, most state-of-the …

Learning Compressed Artifact for JPEG Manipulation Localization Using Wide-Receptive-Field Network

F Li, H Zhai, T Liu, X Zhang, C Qin - ACM Transactions on Multimedia …, 2024 - dl.acm.org
JPEG image manipulation localization aims to accurately classify and locate tampered
regions in JPEG images. Existing image manipulation localization schemes usually consider …

PRNU-Net: A deep learning approach for source camera model identification based on videos taken with smartphone

Y Akbari, N Almaadeed, S Al-Maadeed… - 2022 26th …, 2022 - ieeexplore.ieee.org
Recent advances in digital imaging have meant that every smartphone has a video camera
that can record high-quality video for free and without restrictions. In addition, rapidly …