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 …

A study on source device attribution using still images

S Gupta, N Mohan, M Kumar - Archives of Computational Methods in …, 2021 - Springer
Images are acquired and stored digitally these days. Image forensics is a science which is
concerned with revealing the underlying facts about an image. The universal approaches …

Smartphone image clustering

LJG Villalba, ALS Orozco, JR Corripio - Expert Systems with Applications, 2015 - Elsevier
Every day the use of images from mobile devices as evidence in legal proceedings is more
usual and common. Therefore, forensic analysis of mobile device images takes on special …

Source smartphone identification using sensor pattern noise and wavelet transform

JR Corripio, DMA González, ALS Orozco… - … on Imaging for …, 2013 - ieeexplore.ieee.org
The ability to relate a digital photograph to its source camera has application in the areas of
digital forensics and multimedia data mining. The majority of previous research in this area …

Hybrid clustering of shared images on social networks for digital forensics

R Rouhi, F Bertini, D Montesi, X Lin, Y Quan… - IEEE Access, 2019 - ieeexplore.ieee.org
Clustering the images shared through social network (SN) platforms according to the
acquisition cameras embedded in smartphones is regarded as a significant task in forensic …

[PDF][PDF] Techniques for source camera identification

ALS Orozco, DMA González, JR Corripio… - Proceedings of the 6th …, 2013 - icit.zuj.edu.jo
Digital image forensics has lately become one of the very important applications to identify
the characteristics and the originality of the digital devices. This paper studies the recent …

Smartphone image acquisition forensics using sensor fingerprint

AL Sandoval Orozco, LJ García Villalba… - IET Computer …, 2015 - Wiley Online Library
The forensic analysis of digital images from mobile devices is particularly important given
their quick expansion and everyday use in the society. A further consequence of digital …

No matter what images you share, you can probably be fingerprinted anyway

R Rouhi, F Bertini, D Montesi - Journal of Imaging, 2021 - mdpi.com
The popularity of social networks (SNs), amplified by the ever-increasing use of
smartphones, has intensified online cybercrimes. This trend has accelerated digital forensics …

User profiles' image clustering for digital investigations

R Rouhi, F Bertini, D Montesi - Forensic Science International: Digital …, 2021 - Elsevier
Abstract Sharing images on Social Network (SN) platforms is one of the most widespread
behaviors which may cause privacy-intrusive and illegal content to be widely distributed …

Social network forensics through smartphones and shared images

R Rouhi, F Bertini, D Montesi… - 2019 7th International …, 2019 - ieeexplore.ieee.org
The fast growth of Social Networks (SNs), amplified by the ever-increasing use of
smartphones, has intensified online cybercrimes. This trend has accelerated digital …