[HTML][HTML] Continual learning for adaptive social network identification
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 …
crucial for forensic experts to identify the original platform of multimedia content. Various …
[HTML][HTML] Uncovering the authorship: Linking media content to social user profiles
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 …
users, encompassing private individuals, newspapers, and organizations. With widely …
Opposing agents evolve the research: a decade of digital forensics
This study aims to address the growing cyber threats and the spread of digital
misinformation, particularly intensified by digital transformation during the COVID-19 …
misinformation, particularly intensified by digital transformation during the COVID-19 …
Forensic Recognition of Codec-Specific Image Compression Artefacts
M Hafner, A Radovic, M Langer, S Findenig… - Proceedings of the 2024 …, 2024 - dl.acm.org
This work investigates the possibility to conduct a forensic discrimination of decoded
versions of 10 different lossy image compression file formats, including 4 ISO/IEC still image …
versions of 10 different lossy image compression file formats, including 4 ISO/IEC still image …
Using machine learning and topic modeling to examine manifestos of violent attackers.
VG Petreca, AA Burgess, J Wise… - Journal of Threat …, 2024 - psycnet.apa.org
This study is a linguistic analysis of 23 published manifestos written by violent offenders who
committed or threatened a targeted attack. The acts of violence were primarily motivated by …
committed or threatened a targeted attack. The acts of violence were primarily motivated by …
Towards open-world multimedia forensics through media signature encoding
Countering image and video manipulations is getting more and more relevant in several
fields such as investigation, intelligence and forensics. Multimedia forensics researchers …
fields such as investigation, intelligence and forensics. Multimedia forensics researchers …
[HTML][HTML] Social Network Forensics Analysis Model Based on Network Representation Learning
The rapid evolution of computer technology and social networks has led to massive data
generation through interpersonal communications, necessitating improved methods for …
generation through interpersonal communications, necessitating improved methods for …
Toward social media forensics through development of iOS analyzers for evidence collection and analysis
Social media usage in mobile phones has increased substantially in recent times, and they
are a critically important source of a forensics investigation. In this paper, we have …
are a critically important source of a forensics investigation. In this paper, we have …
Structure Matters: Analyzing Videos Via Graph Neural Networks for Social Media Platform Attribution
Detecting the origin of a digital video within a social network is a critical task that aids law
enforcement and intelligence agencies in identifying the creators of misleading visual …
enforcement and intelligence agencies in identifying the creators of misleading visual …
Efficient Architectures and Incremental Methodologies for Deep Learning
S Magistri, AD Bagdanov - 2024 - flore.unifi.it
Deep Neural Networks (DNNs) are fundamental to Artificial Intelligence (AI) applications,
demonstrating remarkable performance across a diverse range of tasks in industries such as …
demonstrating remarkable performance across a diverse range of tasks in industries such as …