An overview of recent work in media forensics: Methods and threats

K Bhagtani, AKS Yadav, ER Bartusiak, Z Xiang… - arXiv preprint arXiv …, 2022 - arxiv.org
In this paper, we review recent work in media forensics for digital images, video, audio
(specifically speech), and documents. For each data modality, we discuss synthesis and …

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 …

Hierarchical forgery classifier on multi-modality face forgery clues

D Liu, Z Zheng, C Peng, Y Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Face forgery detection plays an important role in personal privacy and social security. With
the development of adversarial generative models, high-quality forgery images become …

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] Continual learning for adaptive social network identification

S Magistri, D Baracchi, D Shullani, AD Bagdanov… - Pattern Recognition …, 2024 - Elsevier
The popularity of social networks as primary mediums for sharing visual content has made it
crucial for forensic experts to identify the original platform of multimedia content. Various …

An overview of recent work in multimedia forensics

K Bhagtani, AKS Yadav, ER Bartusiak… - 2022 IEEE 5th …, 2022 - computer.org
An Overview of Recent Work in Multimedia Forensics Toggle navigation IEEE Computer
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Social network identification of laundered videos based on DCT coefficient analysis

D Shullani, D Baracchi, M Iuliani… - IEEE Signal Processing …, 2022 - ieeexplore.ieee.org
Identifying the originating social network of a digital video is considered a relevant task to
support law enforcement agencies and intelligence services in tracing producers of …

Multi-clue reconstruction of sharing chains for social media images

S Verde, C Pasquini, F Lago, A Goller… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The amount of multimedia content shared everyday, combined with the level of realism
reached by recent fake-generating technologies, threatens to impair the trustworthiness of …

Towards continual social network identification

S Magistri, D Baracchi, D Shullani… - … on Biometrics and …, 2023 - ieeexplore.ieee.org
Social networks have become most widely used channels for sharing images and videos,
and discovering the social platform of origin of multimedia content is of great interest to the …

MTN: forensic analysis of MP4 video files using graph neural networks

Z Xiang, AKS Yadav, P Bestagini… - Proceedings of the …, 2023 - openaccess.thecvf.com
MP4 video files are stored using a tree data structure. These trees contain rich information
that can be used for forensic analysis. In this paper, we propose MP4 Tree Network (MTN) …