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514 Results Found

  • Article
  • Open Access
13 Citations
4,163 Views
16 Pages

Design of Platforms for Experimentation in Industrial Cybersecurity

  • Manuel Domínguez,
  • Juan J. Fuertes,
  • Miguel A. Prada,
  • Serafín Alonso,
  • Antonio Morán and
  • Daniel Pérez

27 June 2022

The connectivity advances in industrial control systems have also increased the possibility of cyberattacks in industry. Thus, security becomes crucial in critical infrastructures, whose services are considered essential in fields such as manufacturi...

  • Review
  • Open Access
78 Citations
13,142 Views
19 Pages

Cybersecurity in the Internet of Things in Industrial Management

  • Ricardo Jorge Raimundo and
  • Albérico Travassos Rosário

2 February 2022

Nowadays, people live amidst the smart home domain, while there are business opportunities in industrial smart cities and healthcare. However, there are concerns about security. Security is central for IoT systems to protect sensitive data and infras...

  • Article
  • Open Access
19 Citations
6,093 Views
38 Pages

Application Perspective on Cybersecurity Testbed for Industrial Control Systems

  • Ondrej Pospisil,
  • Petr Blazek,
  • Karel Kuchar,
  • Radek Fujdiak and
  • Jiri Misurec

4 December 2021

In recent years, the Industry 4.0 paradigm has accelerated the digitalization process of the industry, and it slowly diminishes the line between information technologies (IT) and operational technologies (OT). Among the advantages, this brings up the...

  • Article
  • Open Access
6 Citations
4,260 Views
24 Pages

16 January 2024

Due to the nature of the industrial control systems (ICS) environment, where process continuity is essential, intentionally initiating a cyberattack to check security controls can cause severe financial and human damage to the organization. Therefore...

  • Article
  • Open Access
9 Citations
2,397 Views
17 Pages

Golden Jackal Optimization with a Deep Learning-Based Cybersecurity Solution in Industrial Internet of Things Systems

  • Louai A. Maghrabi,
  • Ibrahim R. Alzahrani,
  • Dheyaaldin Alsalman,
  • Zenah Mahmoud AlKubaisy,
  • Diaa Hamed and
  • Mahmoud Ragab

29 September 2023

Recently, artificial intelligence (AI) has gained an abundance of attention in cybersecurity for Industry 4.0 and has shown immense benefits in a large number of applications. AI technologies have paved the way for multiscale security and privacy in...

  • Abstract
  • Open Access
2 Citations
1,629 Views
2 Pages

Safeguarding Food Industry: Understanding Cyberthreats and Ensuring Cybersecurity

  • Adel Alqudhaibi,
  • Ashish Krishna,
  • Sandeep Jagtap,
  • Mohamed Afy-Shararah and
  • Konstantinos Salonitis

The food industry stands as one of the most vital manufacturing sectors globally, with an ever-increasing reliance on digitalization and technology-driven processes. However, this advancement comes with an inherent risk of cyberattacks, encompassing...

  • Article
  • Open Access
1 Citations
1,252 Views
26 Pages

From Resilience to Cognitive Adaptivity: Redefining Human–AI Cybersecurity for Hard-to-Abate Industries in the Industry 5.0–6.0 Transition

  • Andrés Fernández-Miguel,
  • Susana Ortíz-Marcos,
  • Mariano Jiménez-Calzado,
  • Alfonso P. Fernández del Hoyo,
  • Fernando Enrique García-Muiña and
  • Davide Settembre-Blundo

10 October 2025

This paper introduces cognitive adaptivity as a novel framework for addressing human factors in cybersecurity during the Industry 5.0–6.0 transition, with a focus on hard-to-abate industries where digital transformation intersects sustainabilit...

  • Review
  • Open Access
29 Citations
7,534 Views
20 Pages

The Need for Cybersecurity in Industrial Revolution and Smart Cities

  • Antonio Clim,
  • Andrei Toma,
  • Răzvan Daniel Zota and
  • Radu Constantinescu

23 December 2022

Cities have grown in development and sophistication throughout human history. Smart cities are the current incarnation of this process, with increased complexity and social importance. This complexity has come to involve significant digital component...

  • Article
  • Open Access
5 Citations
2,700 Views
27 Pages

Small and medium-sized enterprises (SMEs) continue to face significant cybersecurity challenges due to limited financial resources, technical capacity, and awareness. This study addresses these issues by pursuing four key objectives: (1) conducting a...

  • Review
  • Open Access
30 Citations
5,947 Views
17 Pages

A Brief Review on Internet of Things, Industry 4.0 and Cybersecurity

  • Roman Rudenko,
  • Ivan Miguel Pires,
  • Paula Oliveira,
  • João Barroso and
  • Arsénio Reis

The advance of industrialization regarding the optimization of production to obtain greater productivity and consequently generate more profits has led to the emergence of Industry 4.0, which aims to create an environment called smart manufacturing....

  • Brief Report
  • Open Access
17 Citations
11,720 Views
16 Pages

Cybersecurity of Industrial Systems—A 2023 Report

  • Janusz Pochmara and
  • Aleksandra Świetlicka

The article explores the importance of cybersecurity in Industry 4.0, specifically focusing on safeguarding industrial automation systems from cyberattacks. It discusses essential security measures, network monitoring, and employee training, emphasiz...

  • Article
  • Open Access
43 Citations
5,319 Views
35 Pages

7 August 2021

IT technologies related to Industry 4.0 facilitate the implementation of the framework for sustainable manufacturing. At the same time, Industry 4.0 integrates IT processes and systems of production companies with IT solutions of cooperating companie...

  • Article
  • Open Access
1 Citations
2,892 Views
43 Pages

Investigation of Cybersecurity Bottlenecks of AI Agents in Industrial Automation

  • Sami Shrestha,
  • Chipiliro Banda,
  • Amit Kumar Mishra,
  • Fatiha Djebbar and
  • Deepak Puthal

23 October 2025

The growth of Agentic AI systems in Industrial Automation has brought forth new cybersecurity issues which in turn put at risk the reliability and integrity of these systems. In this study we look at the cybersecurity issues in industrial automation...

  • Article
  • Open Access
7 Citations
4,801 Views
31 Pages

16 November 2020

Cybersecurity vulnerabilities in industrial control systems have been steadily increasing over the last few years. One possible way to address this issue is through raising the awareness (through education) of software developers, with the intent to...

  • Article
  • Open Access
31 Citations
6,701 Views
29 Pages

13 August 2020

Industry 4.0 and Industrial Internet of Things (IIoT) are paradigms that are driving current industrial revolution by connecting to the Internet industrial machinery, management tools or products so as to control and gather data about them. The probl...

  • Article
  • Open Access
3 Citations
1,810 Views
22 Pages

Intelligent Energy Management Systems in Industry 5.0: Cybersecurity Applications in Examples

  • Barbara Wyrzykowska,
  • Hubert Szczepaniuk,
  • Edyta Karolina Szczepaniuk,
  • Anna Rytko and
  • Marzena Kacprzak

22 November 2024

The article examines modern approaches to energy management in the context of the development of Industry 5.0 with a particular focus on cybersecurity. Key tenets of Industry 5.0 are discussed, including the integration of advanced technologies with...

  • Review
  • Open Access
80 Citations
57,868 Views
22 Pages

Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends

  • Elochukwu Ukwandu,
  • Mohamed Amine Ben-Farah,
  • Hanan Hindy,
  • Miroslav Bures,
  • Robert Atkinson,
  • Christos Tachtatzis,
  • Ivan Andonovic and
  • Xavier Bellekens

10 March 2022

The integration of Information and Communication Technology (ICT) tools into mechanical devices in routine use within the aviation industry has heightened cyber-security concerns. The extent of the inherent vulnerabilities in the software tools that...

  • Proceeding Paper
  • Open Access
1 Citations
1,172 Views
10 Pages

Traditional security detection methods struggle to identify zero-day attacks in Industrial Control Systems (ICSs), particularly within critical infrastructures (CIs) integrated with the Industrial Internet of Things (IIoT). These attacks exploit unkn...

  • Article
  • Open Access
57 Citations
6,003 Views
21 Pages

19 November 2022

The design of cooperative applications combining several unmanned aerial and aquatic vehicles is now possible thanks to the considerable advancements in wireless communication technology and the low production costs for small, unmanned vehicles. For...

  • Review
  • Open Access
49 Citations
20,196 Views
26 Pages

A Comprehensive Survey of Cybersecurity Threats, Attacks, and Effective Countermeasures in Industrial Internet of Things

  • Abdullah M. Alnajim,
  • Shabana Habib,
  • Muhammad Islam,
  • Su Myat Thwin and
  • Faisal Alotaibi

The Industrial Internet of Things (IIoT) ecosystem faces increased risks and vulnerabilities due to adopting Industry 4.0 standards. Integrating data from various places and converging several systems have heightened the need for robust security meas...

  • Review
  • Open Access
74 Citations
12,629 Views
13 Pages

The current advancement of robotics, especially in Cyber-Physical Systems (CPS), leads to a prominent combination between the mining industry and connected-embedded technologies. This progress has arisen in the form of state-of-the-art automated gian...

  • Article
  • Open Access
2 Citations
3,280 Views
19 Pages

Cybersecurity Requirements for Industrial Machine Control Systems

  • Leszek Kasprzyczak,
  • Anna Manowska and
  • Marek Dźwiarek

26 January 2025

The first part of this paper discusses the research context, taking a closer look at the development of Industry 4.0 and the growing importance of the IIoT, which entails new cybersecurity challenges. The issue of cyber threats and the need to increa...

  • Article
  • Open Access
42 Citations
9,021 Views
17 Pages

Predicting Cybersecurity Threats in Critical Infrastructure for Industry 4.0: A Proactive Approach Based on Attacker Motivations

  • Adel Alqudhaibi,
  • Majed Albarrak,
  • Abdulmohsan Aloseel,
  • Sandeep Jagtap and
  • Konstantinos Salonitis

6 May 2023

In Industry 4.0, manufacturing and critical systems require high levels of flexibility and resilience for dynamic outcomes. Industrial Control Systems (ICS), specifically Supervisory Control and Data Acquisition (SCADA) systems, are commonly used for...

  • Article
  • Open Access
30 Citations
3,450 Views
33 Pages

20 August 2021

Technology is rapidly advancing and every aspect of life is being digitalized. Since technology has made life much better and easier, so organizations, such as businesses, industries, companies and educational institutes, etc., are using it. Despite...

  • Article
  • Open Access
8 Citations
3,560 Views
20 Pages

Analysis of Cryptographic Algorithms to Improve Cybersecurity in the Industrial Electrical Sector

  • Francisco Alonso,
  • Benjamín Samaniego,
  • Gonzalo Farias and
  • Sebastián Dormido-Canto

31 March 2024

This article provides a general overview of the communication protocols used in the IEC61850 standard for the automation of electrical substations. Specifically, it examines the GOOSE and R-GOOSE protocols, which are used for exchanging various types...

  • Article
  • Open Access
11 Citations
5,287 Views
19 Pages

Implementation and Evaluation of Physical, Hybrid, and Virtual Testbeds for Cybersecurity Analysis of Industrial Control Systems

  • Andres Robles-Durazno,
  • Naghmeh Moradpoor,
  • James McWhinnie,
  • Gordon Russell and
  • Jorge Porcel-Bustamante

23 March 2021

Industrial Control Systems are an essential part of our daily lives and can be found in industries such as oil, utilities, and manufacturing. Rapid growth in technology has introduced industrial components with network capabilities that allow them to...

  • Article
  • Open Access
6 Citations
3,620 Views
28 Pages

21 February 2024

This research addresses the dearth of real-world data required for effective neural network model building, delving into the crucial field of industrial control and automation system (ICS) cybersecurity. Cyberattacks against ICS are first identified...

  • Article
  • Open Access
46 Citations
11,957 Views
42 Pages

Cybersecurity Solutions for Industrial Internet of Things–Edge Computing Integration: Challenges, Threats, and Future Directions

  • Tamara Zhukabayeva,
  • Lazzat Zholshiyeva,
  • Nurdaulet Karabayev,
  • Shafiullah Khan and
  • Noha Alnazzawi

2 January 2025

This paper provides the complete details of current challenges and solutions in the cybersecurity of cyber-physical systems (CPS) within the context of the IIoT and its integration with edge computing (IIoT–edge computing). We systematically co...

  • Review
  • Open Access
54 Citations
5,716 Views
15 Pages

AI in IIoT Management of Cybersecurity for Industry 4.0 and Industry 5.0 Purposes

  • Grzegorz Czeczot,
  • Izabela Rojek,
  • Dariusz Mikołajewski and
  • Belco Sangho

8 September 2023

If we look at the chronology of transitions between successive stages of industrialization, it is impossible not to notice a significant acceleration. There were 100 years between the industrial revolutions from 2.0 to 3.0, and only half a century pa...

  • Article
  • Open Access
18 Citations
11,703 Views
31 Pages

As technology advances and digitalization becomes more prevalent in the industry, the cyber threats to maritime systems and operations have significantly increased. The maritime sector relies heavily on interconnected networks, communication systems,...

  • Article
  • Open Access
15 Citations
4,854 Views
22 Pages

Survey of Cybersecurity Governance, Threats, and Countermeasures for the Power Grid

  • Matthew Boeding,
  • Kelly Boswell,
  • Michael Hempel,
  • Hamid Sharif,
  • Juan Lopez and
  • Kalyan Perumalla

19 November 2022

The convergence of Information Technologies and Operational Technology systems in industrial networks presents many challenges related to availability, integrity, and confidentiality. In this paper, we evaluate the various cybersecurity risks in indu...

  • Systematic Review
  • Open Access
8 Citations
3,880 Views
45 Pages

Explainable AI-Based Intrusion Detection Systems for Industry 5.0 and Adversarial XAI: A Systematic Review

  • Naseem Khan,
  • Kashif Ahmad,
  • Aref Al Tamimi,
  • Mohammed M. Alani,
  • Amine Bermak and
  • Issa Khalil

27 November 2025

Industry 5.0 represents a paradigm shift toward human–AI collaboration in manufacturing, incorporating unprecedented volumes of robots, Internet of Things (IoT) devices, Augmented/Virtual Reality (AR/VR) systems, and smart devices. This extensi...

  • Article
  • Open Access
33 Citations
4,366 Views
26 Pages

Investigation of Cyber-Security and Cyber-Crimes in Oil and Gas Sectors Using the Innovative Structures of Complex Intuitionistic Fuzzy Relations

  • Naeem Jan,
  • Abdul Nasir,
  • Mohsin S. Alhilal,
  • Sami Ullah Khan,
  • Dragan Pamucar and
  • Abdulrahman Alothaim

27 August 2021

Recently, there has been enormous development due to advancements in technology. Industries and enterprises are moving towards a digital system, and the oil and gas industries are no exception. There are several threats and risks in digital systems,...

  • Review
  • Open Access
129 Citations
21,902 Views
30 Pages

Industrial IoT, Cyber Threats, and Standards Landscape: Evaluation and Roadmap

  • Lubna Luxmi Dhirani,
  • Eddie Armstrong and
  • Thomas Newe

5 June 2021

Industrial IoT (IIoT) is a novel concept of a fully connected, transparent, automated, and intelligent factory setup improving manufacturing processes and efficiency. To achieve this, existing hierarchical models must transition to a fully connected...

  • Article
  • Open Access
12 Citations
3,282 Views
28 Pages

Application of Structural Equation Modelling to Cybersecurity Risk Analysis in the Era of Industry 4.0

  • Miroslav Gombár,
  • Alena Vagaská,
  • Antonín Korauš and
  • Pavlína Račková

20 January 2024

In the current digital transformation to Industry 4.0, the demands on the ability of countries to react responsibly and effectively to threats in the field of cyber security (CS) are increasing. Cyber safety is one of the pillars and concepts of Indu...

  • Article
  • Open Access
2 Citations
2,738 Views
11 Pages

Dual-Safety Knowledge Graph Completion for Process Industry

  • Lingzhi Wang,
  • Haotian Li,
  • Wei Wang,
  • Guodong Xin and
  • Yuliang Wei

With the rise of Industry 4.0, control systems have taken on increasing importance in industrial processes, and ensuring their security has become a pressing issue. While recent research has focused on cybersecurity threats, the security risks inhere...

  • Review
  • Open Access
45 Citations
10,545 Views
21 Pages

30 July 2021

The concepts brought by Industry 4.0 have been explored and gradually applied.The cybersecurity impacts on the progress of Industry 4.0 implementations and their interactions with other technologies require constant surveillance, and it is important...

  • Proceeding Paper
  • Open Access
1,545 Views
8 Pages

Constructing Cyber Resilience: A Focus on Cybersecurity Measures in the South African Construction Sector

  • Seyi Stephen,
  • Clinton Aigbavboa,
  • Ayodeji Oke,
  • Opeoluwa Akinradewo and
  • Ayobami Idowu

In addressing the challenges of cyber threats in the South African construction sector, the study employed a quantitative methodology involving a questionnaire retrieved from 86 of the study’s respondents. It employed tools like mean item score...

  • Article
  • Open Access
7 Citations
3,513 Views
26 Pages

May the Source Be with You: On ChatGPT, Cybersecurity, and Secure Coding

  • Tiago Espinha Gasiba,
  • Andrei-Cristian Iosif,
  • Ibrahim Kessba,
  • Sathwik Amburi,
  • Ulrike Lechner and
  • Maria Pinto-Albuquerque

18 September 2024

Software security is an important topic that is gaining more and more attention due to the rising number of publicly known cybersecurity incidents. Previous research has shown that one way to address software security is by means of a serious game, t...

  • Review
  • Open Access
11 Citations
8,053 Views
34 Pages

Artificial Intelligence in Maritime Cybersecurity: A Systematic Review of AI-Driven Threat Detection and Risk Mitigation Strategies

  • Tymoteusz Miller,
  • Irmina Durlik,
  • Ewelina Kostecka,
  • Sylwia Sokołowska,
  • Polina Kozlovska and
  • Rafał Zwolak

The maritime industry is undergoing a digital transformation, integrating automation, artificial intelligence (AI), and the Internet of Things (IoT) to enhance operational efficiency and safety. However, this technological evolution has also increase...

  • Article
  • Open Access
4 Citations
3,190 Views
21 Pages

Recently, advancements in digital twin and extended reality (XR) technologies, along with industrial control systems (ICSs), have driven the transition to Industry 5.0. Digital twins mimic and simulate real-world systems and play a crucial role in va...

  • Review
  • Open Access
9 Citations
6,287 Views
32 Pages

Mapping of Industrial IoT to IEC 62443 Standards

  • Ivan Cindrić,
  • Marko Jurčević and
  • Tamara Hadjina

25 January 2025

The increasing adoption of the Industrial Internet of Things (IIoT) has led to significant improvements in operational efficiency but has also brought new challenges for cybersecurity. To address these challenges, a number of standards have been intr...

  • Article
  • Open Access
6 Citations
4,102 Views
46 Pages

22 March 2024

The next-generation “Industrial Internet of Things” (IIoT) will support “Machine-to-Machine” (M2M) communications for smart Cyber-Physical-Systems and Industry 4.0, and require guaranteed cyber-security. This paper explores ha...

  • Article
  • Open Access
114 Citations
11,373 Views
20 Pages

An Ontology-Based Cybersecurity Framework for the Internet of Things

  • Bruno Augusti Mozzaquatro,
  • Carlos Agostinho,
  • Diogo Goncalves,
  • João Martins and
  • Ricardo Jardim-Goncalves

12 September 2018

The use of sensors and actuators as a form of controlling cyber-physical systems in resource networks has been integrated and referred to as the Internet of Things (IoT). However, the connectivity of many stand-alone IoT systems through the Internet...

  • Article
  • Open Access
449 Views
23 Pages

24 December 2025

The electric power grid constitutes a foundational pillar of modern critical infrastructure (CI), underpinning societal functionality and global economic stability. Yet, the increasing convergence of Information Technology (IT) and Operational Techno...

  • Article
  • Open Access
2 Citations
2,292 Views
24 Pages

Asset Discovery in Critical Infrastructures: An LLM-Based Approach

  • Luigi Coppolino,
  • Antonio Iannaccone,
  • Roberto Nardone and
  • Alfredo Petruolo

17 August 2025

Asset discovery in critical infrastructures, and in particular within industrial control systems, constitutes a fundamental cybersecurity function. Ensuring accurate and comprehensive asset visibility while maintaining operational continuity represen...

  • Article
  • Open Access
5 Citations
2,785 Views
18 Pages

Design and Development Considerations of a Cyber Physical Testbed for Operational Technology Research and Education

  • Salaheddin Hosseinzadeh,
  • Dionysios Voutos,
  • Darren Barrie,
  • Nsikak Owoh,
  • Moses Ashawa and
  • Alireza Shahrabi

17 June 2024

Cyber-physical systems (CPS) are vital in automating complex tasks across various sectors, yet they face significant vulnerabilities due to the rising threats of cybersecurity attacks. The recent surge in cyber-attacks on critical infrastructure (CI)...

  • Article
  • Open Access
7 Citations
6,150 Views
38 Pages

18 September 2024

As security breaches are increasingly widely reported in today’s culture, cybersecurity is gaining attention on a global scale. Threat modeling methods (TMM) are a proactive security practice that is essential for pinpointing risks and limiting...

  • Article
  • Open Access
11 Citations
4,464 Views
19 Pages

13 March 2025

The rapid expansion of the Industrial Internet of Things (IIoT) has revolutionized industrial automation and introduced significant cybersecurity challenges, particularly for supervisory control and data acquisition (SCADA) systems. Traditional intru...

  • Article
  • Open Access
16 Citations
6,109 Views
21 Pages

Integrated Functional Safety and Cybersecurity Evaluation in a Framework for Business Continuity Management

  • Kazimierz T. Kosmowski,
  • Emilian Piesik,
  • Jan Piesik and
  • Marcin Śliwiński

15 May 2022

This article outlines an integrated functional safety and cybersecurity evaluation approach within a framework for business continuity management (BCM) in energy companies, including those using Industry 4.0 business and technical solutions. In such...

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