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 …

Electromagnetic side-channel analysis for iot forensics: Challenges, framework, and datasets

AP Sayakkara, NA Le-Khac - Ieee Access, 2021 - ieeexplore.ieee.org
Electromagnetic (EM) side-channel radiation from Internet of Things (IoT) devices are shown
to be effective at acquiring forensic insights during digital investigations. These EM radiation …

[HTML][HTML] Ensuring cross-device portability of electromagnetic side-channel analysis for digital forensics

L Navanesan, NA Le-Khac, M Scanlon… - Forensic Science …, 2024 - Elsevier
Investigation on smart devices has become an essential subdomain in digital forensics. The
inherent diversity and complexity of smart devices pose a challenge to the extraction of …

[PDF][PDF] Cross-device Portability of Machine Learning Models in Electromagnetic Side-Channel Analysis for Forensics.

L Navanesan, NA Le-Khac, Y Oren… - Journal of …, 2024 - pdfs.semanticscholar.org
The possession of smart devices has ingrained itself into daily life. Therefore, smart devices,
such as IoT and smartphones, are crucial sources of evidence in instances where criminal …

A Taxonomy-based Survey of EM-SCA and Implications For Multi-Robot Systems

YM Ibrahim, SK Kermanshahi… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Electromagnetic Side Channel Analysis (EM-SCA) is a major area of interest within the field
of cybersecurity. EM-SCA makes use of the electromagnetic radiation that naturally leaks …

Efficient Dissimilarity Detection in Time Series with Application to Side-Channel Analysis

M Kerpicci, M Prvulovic, A Zajić - IEEE Access, 2023 - ieeexplore.ieee.org
This paper proposes a dissimilarity detection algorithm that can find different regions
between similar signals. In particular, we address the detection problem of branching …

The opportunity to regulate cybersecurity in the Eu (and the world): recommendations for the cybersecurity resilience act

KR Ludvigsen, S Nagaraja - arXiv preprint arXiv:2205.13196, 2022 - arxiv.org
Safety is becoming cybersecurity under most circumstances. This should be reflected in the
Cybersecurity Resilience Act when it is proposed and agreed upon in the European Union …

CRESTS: Chronology-based Reconstruction for Side-Channel Trace Segmentation for XTS-AES on Complex Targets

P Krüger, S Wildermann, J Teich - … of the 17th European Workshop on …, 2024 - dl.acm.org
Physical Side-Channel Analysis (SCA) is often restricted to less complex devices, such as
microcontrollers, as more feature-rich targets, like microprocessor systems, contain possibly …

Ensuring Cross-Device Portability of Electromagnetic Side-Channel Analysis

L Navanesana, NA Le-Khac, M Scanlon… - arXiv preprint arXiv …, 2023 - arxiv.org
Investigation on smart devices has become an essential subdomain in digital forensics. The
inherent diversity and complexity of smart devices pose a challenge to the extraction of …

Crossed-IoT device portability of electromagnetic side channel analysis: challenges and dataset

TL Yasarathna, L Navanesan, S Barque… - arXiv preprint arXiv …, 2023 - arxiv.org
IoT (Internet of Things) refers to the network of interconnected physical devices, vehicles,
home appliances, and other items embedded with sensors, software, and connectivity …