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  • Review
  • Open Access
1 Citations
3,397 Views
41 Pages

The Hardware Isolation Gap: A Systematic Survey of BitLocker Forensics in the TPM 2.0 Era

  • Vinay Kumar Sankalagere Ramesh,
  • Sapna Vikram Mewundi,
  • Prasad Balakrishna Honnavalli,
  • Shashidhar Thoreshattalli Kenchaiah and
  • Venkatesh Murthy Krishna Murthy

BitLocker Drive Encryption has evolved from an optional feature into a hardware-integrated encryption framework widely deployed on modern Windows systems with TPM-based device encryption enabled by default. This survey is an in-depth analysis of the...

(This article belongs to the Special Issue New Technologies for Cybersecurity)
  • Article
  • Open Access
263 Views
19 Pages

24 September 2026

Modern electronic assembly relies on complex global supply chains, making verification of component authenticity and consistency with the intended design increasingly important. Existing automated inspection approaches typically formulate this as cla...

(This article belongs to the Special Issue Advanced Computer Science and Intelligent Systems Innovations)
  • Article
  • Open Access
19 Citations
4,540 Views
22 Pages

With the global expansion of urban infrastructure and development of 5G communication technology, advanced information and communications technology has been applied to power systems and the use of smart grids has increased. Smart grid systems collec...

(This article belongs to the Special Issue Network and Mobile Systems Security, Privacy and Forensics)
  • Review
  • Open Access
4 Citations
4,937 Views
22 Pages

30 September 2025

As quantum computing advances, traditional digital forensic techniques face significant risks due to the vulnerability of classical cryptographic algorithms to quantum attacks. This review explores the emerging field of quantum digital forensics, wit...

  • Article
  • Open Access
16 Citations
4,630 Views
23 Pages

29 January 2024

In the landscape of the Fourth Industrial Revolution, the integration of the Internet of Things (IoT) in smart-home technology presents intricate challenges for digital forensics. This study investigates these challenges, focusing on developing foren...

(This article belongs to the Special Issue IoT in Smart Cities and Homes)
  • Article
  • Open Access
16 Citations
7,481 Views
19 Pages

3 January 2023

The Programmable Logic Controller (PLC) is located at the junction of the virtual network and physical reality in the Industrial Control System (ICS), which is vulnerable to attacks due to its weak security. Specifically, firmware tampering attacks t...

(This article belongs to the Special Issue Special issue on Symmetry and Asymmetry in IoT and CPS Security and Privacy)
  • Review
  • Open Access
39 Citations
18,293 Views
42 Pages

Cloud and Edge Computing-Based Computer Forensics: Challenges and Open Problems

  • Vijay Prakash,
  • Alex Williams,
  • Lalit Garg,
  • Claudio Savaglio and
  • Seema Bawa

In recent years, there has been a dramatic change in attitude towards computers and the use of computer resources in general. Cloud and Edge computing have emerged as the most widely used technologies, including fog computing and the Internet of Thin...

(This article belongs to the Special Issue Recent Trends in Intelligent Systems)
  • Feature Paper
  • Article
  • Open Access
28 Citations
10,143 Views
30 Pages

Cyber–Physical Systems Forensics: Today and Tomorrow

  • Nader Mohamed,
  • Jameela Al-Jaroodi and
  • Imad Jawhar

Cyber–Physical Systems (CPS) connect the physical world (systems, environments, and humans) with the cyber world (software, data, etc.) to intelligently enhance the operational environment they serve. CPS are distributed software and hardware c...

(This article belongs to the Special Issue Security Threats and Countermeasures in Cyber-Physical Systems)
  • Article
  • Open Access
7 Citations
8,837 Views
29 Pages

Forensic Investigation of Remnant Data on USB Storage Devices Sold in New Zealand

  • Zawar Shah,
  • Arkar Kyaw,
  • Hong Phat Truong,
  • Imdad Ullah and
  • Andrew Levula

10 June 2022

The digital forensic tools used by law enforcement agencies for forensic investigations are mostly proprietary and commercially expensive; although open-source tools are used, the investigations conducted with such tools are not verified by reputable...

(This article belongs to the Special Issue Advanced Technologies in Data and Information Security II)
  • Article
  • Open Access
8 Citations
3,745 Views
18 Pages

5 October 2023

This study emphasizes the significance of estimating the layer thickness and identifying slicer programs in the realm of 3D printing forensics. With the progress in 3D printing technology, precise estimation of the layer thickness has become crucial....

(This article belongs to the Section Sensing and Imaging)
  • Article
  • Open Access
56 Citations
18,541 Views
14 Pages

Deepfake Video Detection Based on MesoNet with Preprocessing Module

  • Zhiming Xia,
  • Tong Qiao,
  • Ming Xu,
  • Xiaoshuai Wu and ,
  • Li Han and
  • Yunzhi Chen
  • + 1 author+ 0 author

5 May 2022

With the development of computer hardware and deep learning, face manipulation videos represented by Deepfake have been widely spread on social media. From the perspective of symmetry, many forensics methods have been raised, while most detection per...

(This article belongs to the Special Issue Security, Communication and Privacy in Internet of Things: Symmetry and Advances)
  • Article
  • Open Access
1,947 Views
26 Pages

AI-Assisted ISP and Chip-Off Forensic Framework for Damaged Android Devices

  • Leila Rzayeva,
  • Aigerim Alibek,
  • Altynbay Abdykassym and
  • Murat Zhakenov

7 June 2026

Physical damage to smartphones creates a persistent bottleneck in mobile forensic practice: once a device can no longer be accessed through its operating system, conventional logical acquisition fails, and investigators face a choice between acceptin...

(This article belongs to the Section Electronic Sensors)
  • Article
  • Open Access
287 Views
55 Pages

RDFR-CI: Risk-Driven Deployment and Forensic Readiness for Governing AI Authority in Critical Infrastructure Protection

  • Olga Torstensson,
  • Dmytro Prokopovych-Tkachenko,
  • Muhammad Ahsan Rasool and
  • Kostiantyn Babenko

26 October 2026

Critical-infrastructure protection must distinguish the detection capability of artificial intelligence (AI) from its permission to act on physical processes. This article proposes Risk-Driven Deployment and Forensic Readiness for Critical Infrastruc...

(This article belongs to the Special Issue Innovative AI Solutions for Cybersecurity in Critical Infrastructures)
  • Article
  • Open Access
4 Citations
727 Views
26 Pages

(1) Background: The digital traces of unmanned aerial vehicles (UAVs) are becoming increasingly important in criminal incidents, the violation of airspace and in military operations, thus making the reconstruction of the digital traces a critical tas...

(This article belongs to the Special Issue Cyber Security and Digital Forensics—3rd Edition)
  • Article
  • Open Access
46 Citations
20,357 Views
20 Pages

UAV Forensics: DJI Mini 2 Case Study

  • Miloš Stanković,
  • Mohammad Meraj Mirza and
  • Umit Karabiyik

1 June 2021

Rapid technology advancements, especially in the past decade, have allowed off-the-shelf unmanned aerial vehicles (UAVs) that weigh less than 250 g to become available for recreational use by the general population. Many well-known manufacturers (e.g...

  • Article
  • Open Access
15 Citations
6,281 Views
15 Pages

6 July 2019

In today’s connected world, there is a tendency of connectivity even in the sectors which conventionally have been not so connected in the past, such as power systems substations. Substations have seen considerable digitalization of the grid he...

(This article belongs to the Special Issue Selected Papers from MEDPOWER 2018—the 11th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion)
  • Article
  • Open Access
8 Citations
1,112 Views
25 Pages

Forensic Video Recovery from Multi-Channel Analog DVR Systems: Channel Demultiplexing and Temporal Reconstruction from Interleaved DHAV Streams

  • Leila Rzayeva,
  • Madi Shayakhmetov,
  • Olzhas Konakbayev,
  • Gul Gabdulualitovna Jussupova and ,
  • Igor Seniushin and
  • Anara Tasbolat
  • + 1 author+ 0 author

Analog digital video recorders (DVRs) are still extensively used in small-to-medium business and home security systems, but there are special problems when it comes to forensic recovery of video evidence in these systems that are not covered by tools...

(This article belongs to the Special Issue Information Security, Data Preservation and Digital Forensics)
  • Review
  • Open Access
45 Citations
13,708 Views
28 Pages

A Survey on Programmable Logic Controller Vulnerabilities, Attacks, Detections, and Forensics

  • Zibo Wang,
  • Yaofang Zhang,
  • Yilu Chen,
  • Hongri Liu and ,
  • Bailing Wang and
  • Chonghua Wang
  • + 1 author+ 0 author

17 March 2023

Programmable Logic Controllers (PLCs), as specialized task-oriented embedded field devices, play a vital role in current industrial control systems (ICSs), which are composed of critical infrastructure. In order to meet increasing demands on cost-eff...

(This article belongs to the Special Issue Advanced Performance-Oriented Evaluation, Diagnosis and Fault-Tolerant Control Techniques for Industrial Processes)
  • Article
  • Open Access
1,598 Views
17 Pages

31 October 2024

Across the power grid infrastructure, deployed power transmission systems are susceptible to incipient faults that interrupt standard operations. These incipient faults can range from being benign in impact to causing massive hardware damage and even...

(This article belongs to the Section Computing and Artificial Intelligence)
  • Review
  • Open Access
5 Citations
4,007 Views
47 Pages

As Unmanned Aerial Vehicles (UAVs) become integral to critical infrastructure, ranging from precision agriculture to emergency disaster recovery, their security becomes a matter of systemic resilience. This paper provides a comprehensive thematic sur...

(This article belongs to the Special Issue Computer Networking Security and Privacy)
  • Article
  • Open Access
2 Citations
2,969 Views
20 Pages

29 November 2022

In digital forensics, video becomes important evidence in an accident or a crime. However, video editing programs are easily available in the market, and even non-experts can delete or modify a section of an evidence video that contains adverse evide...

(This article belongs to the Section Sensing and Imaging)
  • Review
  • Open Access
42 Citations
6,586 Views
30 Pages

Applications of Neural Networks in Biomedical Data Analysis

  • Romano Weiss,
  • Sanaz Karimijafarbigloo,
  • Dirk Roggenbuck and
  • Stefan Rödiger

Neural networks for deep-learning applications, also called artificial neural networks, are important tools in science and industry. While their widespread use was limited because of inadequate hardware in the past, their popularity increased dramati...

(This article belongs to the Special Issue Bioinformatics and Its Application in Biomedicine)
  • Article
  • Open Access
32 Citations
15,596 Views
21 Pages

Fingerprint Recognition in Forensic Scenarios

  • Nuno Martins,
  • José Silvestre Silva and
  • Alexandre Bernardino

20 January 2024

Fingerprints are unique patterns used as biometric keys because they allow an individual to be unambiguously identified, making their application in the forensic field a common practice. The design of a system that can match the details of different...

(This article belongs to the Section Biosensors)
  • Article
  • Open Access
1 Citations
1,851 Views
16 Pages

Cybersecurity researchers and security analysts rely heavily on data to train and test network threat detection models, and to conduct post-breach forensic analyses. Comprehensive data-including network traces, host telemetry, and contextual informat...

(This article belongs to the Special Issue Advancements in Network and Data Security)
  • Review
  • Open Access
61 Citations
15,282 Views
57 Pages

A Holistic Analysis of Internet of Things (IoT) Security: Principles, Practices, and New Perspectives

  • Mahmud Hossain,
  • Golam Kayas,
  • Ragib Hasan,
  • Anthony Skjellum and ,
  • Shahid Noor and
  • S. M. Riazul Islam
  • + 1 author+ 0 author

24 January 2024

Driven by the rapid escalation of its utilization, as well as ramping commercialization, Internet of Things (IoT) devices increasingly face security threats. Apart from denial of service, privacy, and safety concerns, compromised devices can be used...

(This article belongs to the Special Issue Cyber Security in the New "Edge Computing + IoT" World)
  • Review
  • Open Access
3 Citations
2,471 Views
38 Pages

13 January 2026

Maritime transportation accounts for approximately 80 percent of global trade volume, with modern vessels increasingly reliant on Software-Defined Radio (SDR) technologies for communication and navigation. However, the very flexibility and reconfigur...

(This article belongs to the Special Issue Data Mining and Machine Learning in Cybersecurity, 2nd Edition)
  • Article
  • Open Access
2 Citations
1,366 Views
18 Pages

Introduction: Pedestrians lying on the road—collapsed through medical emergency, intoxication, or displacement following a prior collision—represent a disproportionately lethal and underaddressed category in road traffic safety. Forensic...

(This article belongs to the Topic Safe Automotive Systems: Trends, Opportunities, and Challenges)
  • Article
  • Open Access
6 Citations
4,623 Views
21 Pages

Various smart home companies are adding displays to smart home control devices and are also releasing smart home control functions for devices with displays. Since smart home management devices with displays are multifunctional, they can store more d...

(This article belongs to the Special Issue Artificial Intelligence and Machine Learning in Cybersecurity Frontiers: Insights from Industry 4.0 and Innovations for Industry 5.0)
  • Review
  • Open Access
38 Citations
7,083 Views
14 Pages

15 March 2023

This review article summarizes recent achievements in developing portable electrochemical sensing systems for the detection and/or quantification of controlled substances with potential on-site applications at the crime scene or other venues and in w...

(This article belongs to the Section Chemical Sensors)
  • Article
  • Open Access
34 Citations
11,477 Views
24 Pages

A Multispectral Camera Development: From the Prototype Assembly until Its Use in a UAV System

  • Alejandro Morales,
  • Raul Guerra,
  • Pablo Horstrand,
  • Maria Diaz and ,
  • Adan Jimenez,
  • Jose Melian,
  • Sebastian Lopez and
  • Jose F. Lopez
  • + 3 authors+ 0 author

28 October 2020

Multispectral imaging (MI) techniques are being used very often to identify different properties of nature in several domains, going from precision agriculture to environmental studies, not to mention quality inspection of pharmaceutical production,...

(This article belongs to the Special Issue Sensors for Aerial Unmanned Systems)
  • Article
  • Open Access
717 Views
21 Pages

28 February 2026

Federated learning (FL) enables collaborative model training without centralizing raw data, yet practical deployments remain vulnerable to security threats such as Byzantine model poisoning, stealthy backdoor implantation, and integrity attacks that...

(This article belongs to the Special Issue Security and Privacy in Distributed Machine Learning)
  • Article
  • Open Access
2,477 Views
19 Pages

Preserving the Past: The 3D Documentation of Ötzi, the Iceman Mummy, and Its Archaeological Context

  • Luca Bezzi,
  • Alessandro Bezzi,
  • Rupert Gietl,
  • Cicero Moraes and ,
  • Elisabeth Vallazza,
  • Edda Emanuela Guareschi,
  • Martina Tauber,
  • Oliver Peschel,
  • Patrizia Pernter and
  • Andreas Putzer
  • + 5 authors+ 0 author

26 August 2026

The three-dimensional (3D) documentation of the Similaun mummy (Ötzi the Iceman) and the associated Copper Age equipment and clothing presents unique challenges due to diverse material properties and strict conservation constraints. This study p...

(This article belongs to the Special Issue Digital Documentation for Heritage and Archaeology: Standards, Innovations, and Challenges)
  • Review
  • Open Access
12 Citations
7,722 Views
28 Pages

10 March 2023

Despite the rapid expansion in the insurance industry, many issues remain unresolved and may require immediate action. As the insurance sector continues to evolve with the development of new technologies, it faces more challenges, especially related...

(This article belongs to the Special Issue Blockchain and Intelligent Networking for Smart Applications)
  • Article
  • Open Access
8 Citations
2,052 Views
17 Pages

Barefoot Footprint Detection Algorithm Based on YOLOv8-StarNet

  • Yujie Shen,
  • Xuemei Jiang,
  • Yabin Zhao and
  • Wenxin Xie

24 July 2025

This study proposes an optimized footprint recognition model based on an enhanced StarNet architecture for biometric identification in the security, medical, and criminal investigation fields. Conventional image recognition algorithms exhibit limitat...

(This article belongs to the Special Issue Transformer Applications in Target Tracking)
  • Article
  • Open Access
403 Views
23 Pages

1 September 2026

Digitally captured handwriting preserves pen trajectories and dynamic signals, but it also records hardware- and input-dependent properties that can confound forensic interpretation. This study revises a support vector machine (SVM) screening framewo...

(This article belongs to the Special Issue Convergence of Big Data Technologies and Machine Learning: Integrated Applications)
  • Review
  • Open Access
2 Citations
612 Views
66 Pages

30 April 2026

The deployment of Motor Imagery Brain–Computer Interfaces (MI-BCI) is constrained by the inherent physiological variabilities of Electroencephalography (EEG) and parametric opacity. This paper presents a targeted technical audit of ten high-den...