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353 Results Found

  • Review
  • Open Access
121 Citations
17,616 Views
35 Pages

A Review of Cyber-Ranges and Test-Beds: Current and Future Trends

  • Elochukwu Ukwandu,
  • Mohamed Amine Ben Farah,
  • Hanan Hindy,
  • David Brosset and ,
  • Dimitris Kavallieros,
  • Robert Atkinson,
  • Christos Tachtatzis,
  • Miroslav Bures,
  • Ivan Andonovic and
  • Xavier Bellekens
  • + 5 authors+ 0 author

13 December 2020

Cyber situational awareness has been proven to be of value in forming a comprehensive understanding of threats and vulnerabilities within organisations, as the degree of exposure is governed by the prevailing levels of cyber-hygiene and established p...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
2 Citations
3,786 Views
46 Pages

A Next-Generation Cyber-Range Framework for O-RAN and 6G Security Validation

  • Evangelos Chaskos,
  • Nicholas Kolokotronis and
  • Stavros Shiaeles

4 January 2026

The evolution towards an Open Radio Access Network (O-RAN) and 6G introduces unprecedented openness and intelligence in mobile networks, alongside significant security challenges. Current cyber-ranges (CRs) are not prepared to address the disaggregat...

(This article belongs to the Section Cybersecurity)
  • Entry
  • Open Access
7 Citations
4,511 Views
37 Pages

Classifying Cyber Ranges: A Case-Based Analysis Using the UWF Cyber Range

  • Emily Miller,
  • Dustin Mink,
  • Peyton Spellings,
  • Sikha S. Bagui and
  • Subhash C. Bagui

To address the gaps in cyber range survey research, this entry develops and applies a structured classification taxonomy to support the comparison, evaluation, and design of cyber ranges. The entry will address the following question: What are the ob...

(This article belongs to the Section Mathematics & Computer Science)
  • Article
  • Open Access
100 Citations
14,712 Views
23 Pages

Cyber Ranges and TestBeds for Education, Training, and Research

  • Nestoras Chouliaras,
  • George Kittes,
  • Ioanna Kantzavelou,
  • Leandros Maglaras and ,
  • Grammati Pantziou and
  • Mohamed Amine Ferrag
  • + 1 author+ 0 author

18 February 2021

In recent years, there has been a growing demand for cybersecurity experts, and, according to predictions, this demand will continue to increase. Cyber Ranges can fill this gap by combining hands-on experience with educational courses, and conducting...

(This article belongs to the Special Issue Cyber Security of Critical Infrastructures)
  • Article
  • Open Access
21 Citations
8,182 Views
19 Pages

Addressing the Security Gap in IoT: Towards an IoT Cyber Range

  • Oliver Nock,
  • Jonathan Starkey and
  • Constantinos Marios Angelopoulos

22 September 2020

The paradigm of Internet of Things has now reached a maturity level where the pertinent research goal is the successful application of IoT technologies in systems of high technological readiness level. However, while basic aspects of IoT connectivity...

(This article belongs to the Special Issue Sensors Cybersecurity)
  • Article
  • Open Access
20 Citations
7,082 Views
28 Pages

CYRA: A Model-Driven CYber Range Assurance Platform

  • Michail Smyrlis,
  • Iason Somarakis,
  • George Spanoudakis,
  • George Hatzivasilis and
  • Sotiris Ioannidis

2 June 2021

Digital technologies are facilitating our daily activities, and thus leading to the social transformation with the upcoming 5G communications and the Internet of Things. However, mainstream and sophisticated attacks are remaining a threat, both for i...

(This article belongs to the Section Electrical, Electronics and Communications Engineering)
  • Systematic Review
  • Open Access
5 Citations
4,914 Views
16 Pages

Exploring the Architectural Composition of Cyber Ranges: A Systematic Review

  • Dionysios Stamatopoulos,
  • Menelaos Katsantonis,
  • Panagiotis Fouliras and
  • Ioannis Mavridis

In light of the ever-increasing complexity of cyber–physical systems (CPSs) and information technology networking systems (ITNs), cyber ranges (CRs) have emerged as a promising solution by providing theoretical and practical cybersecurity knowl...

  • Article
  • Open Access
76 Citations
15,872 Views
26 Pages

Modern Aspects of Cyber-Security Training and Continuous Adaptation of Programmes to Trainees

  • George Hatzivasilis,
  • Sotiris Ioannidis,
  • Michail Smyrlis,
  • George Spanoudakis and ,
  • Fulvio Frati,
  • Ludger Goeke,
  • Torsten Hildebrandt,
  • George Tsakirakis,
  • Fotis Oikonomou and
  • Hristo Koshutanski
  • + 6 authors+ 1 author

17 August 2020

Nowadays, more-and-more cyber-security training is emerging as an essential process for the lifelong personnel education in organizations, especially for those which operate critical infrastructures. This is due to security breaches on popular servic...

(This article belongs to the Special Issue Cyber Security of Critical Infrastructures)
  • Article
  • Open Access
1,089 Views
27 Pages

The growing reliance on cyber deception as a defensive mechanism has revealed persistent limitations in existing deception infrastructures, particularly in their ability to scale, adapt, and provide continuous observability under realistic adversaria...

(This article belongs to the Section Security Engineering & Applications)
  • Article
  • Open Access
187 Views
20 Pages

12 October 2026

Complex cyberattacks on electric power networks traverse communication links, control objects and power-service processes, making it difficult to explain how network evidence propagates to operational impact. This paper proposes an explainable cyber...

  • Article
  • Open Access
23 Citations
6,318 Views
18 Pages

Design and Implementation of Multi-Cyber Range for Cyber Training and Testing

  • Moosung Park,
  • Hyunjin Lee,
  • Yonghyun Kim,
  • Kookjin Kim and
  • Dongkyoo Shin

7 December 2022

It is essential to build a practical environment of the training/test site for cyber training and weapon system test evaluation. In a military environment, cyber training sites should be continuously developed according to the characteristics of the...

(This article belongs to the Special Issue Advances in Cybersecurity: Challenges and Solutions)
  • Systematic Review
  • Open Access
14 Citations
5,383 Views
36 Pages

A Systematic Review of Cyber Range Taxonomies: Trends, Gaps, and a Proposed Taxonomy

  • Pilleriin Lillemets,
  • Nabaa Bashir Jawad,
  • Joseph Kashi,
  • Ahmad Sabah and
  • Nicola Dragoni

Cyber ranges have become essential platforms for realistic cybersecurity training, research, and development. Existing taxonomies often describe the functional aspects of cyber ranges—scenario design, team configurations, and evaluation metrics...

(This article belongs to the Special Issue Security of Computer System and Network)
  • Article
  • Open Access
11 Citations
6,605 Views
36 Pages

Hybrid IoT Cyber Range

  • Karl Edvard Balto,
  • Muhammad Mudassar Yamin,
  • Andrii Shalaginov and
  • Basel Katt

13 March 2023

The use of IoT devices has increased rapidly in recent times. While the development of new devices is moving quickly, and as prices are being forced down, the costs of developing such devices also needs to be reduced. IoT devices are now trusted with...

(This article belongs to the Special Issue Cybersecurity in the Internet of Things)
  • Article
  • Open Access
5 Citations
3,977 Views
25 Pages

8 October 2024

In order to analyze the choice of the optimal strategy of cyber security attack and defense in the unmanned aerial vehicles’ (UAVs) cyber range, a game model-based UAV cyber range risk assessment method is constructed. Through the attack and de...

  • Article
  • Open Access
19 Citations
5,696 Views
23 Pages

13 October 2021

Prior experience from the authors has shown that a heavily theoretical approach for cybersecurity training has multiple shortcomings, mostly due to the demanding and diversified nature of the prerequisites, often involving concepts about operating sy...

(This article belongs to the Section Electrical, Electronics and Communications Engineering)
  • Article
  • Open Access
5 Citations
4,615 Views
14 Pages

24 August 2024

Cyberattacks are rapidly evolving both in terms of techniques and frequency, from low-level attacks through to sophisticated Advanced Persistent Threats (APTs). There is a need to consider how testbed environments such as cyber ranges can be readily...

(This article belongs to the Section Security Engineering & Applications)
  • Article
  • Open Access
10 Citations
4,230 Views
20 Pages

A Study on the Multi-Cyber Range Application of Mission-Based Cybersecurity Testing and Evaluation in Association with the Risk Management Framework

  • Ikjae Kim,
  • Moosung Park,
  • Hyun-Jin Lee,
  • Jisoo Jang and ,
  • Soojin Lee and
  • Dongkyoo Shin
  • + 1 author+ 0 author

28 December 2023

With the advancement of IT technology, intelligent devices such as autonomous vehicles, unmanned equipment, and drones are rapidly evolving. Consequently, the proliferation of defense systems based on these technologies is increasing worldwide. In re...

(This article belongs to the Special Issue Emerging Information Technologies in the Field of Cyber Defense)
  • Article
  • Open Access
25 Citations
9,021 Views
30 Pages

Towards a Cyber-Physical Range for the Integrated Navigation System (INS)

  • Aybars Oruc,
  • Vasileios Gkioulos and
  • Sokratis Katsikas

The e-navigation concept was introduced by the IMO to enhance berth-to-berth navigation towards enhancing environmental protection, and safety and security at sea by leveraging technological advancements. Even though a number of e-navigation testbeds...

(This article belongs to the Section Ocean Engineering)
  • Article
  • Open Access
12 Citations
4,890 Views
37 Pages

Integration of Machine Learning-Based Attack Detectors into Defensive Exercises of a 5G Cyber Range

  • Alberto Mozo,
  • Antonio Pastor,
  • Amit Karamchandani,
  • Luis de la Cal and ,
  • Diego Rivera and
  • Jose Ignacio Moreno
  • + 1 author+ 0 author

14 October 2022

Cybercrime has become more pervasive and sophisticated over the years. Cyber ranges have emerged as a solution to keep pace with the rapid evolution of cybersecurity threats and attacks. Cyber ranges have evolved to virtual environments that allow va...

(This article belongs to the Special Issue Recent Advances in Cybersecurity and Computer Networks)
  • Article
  • Open Access
140 Views
23 Pages

A Compliance-Aware Cyber Range Framework: An Ephemeral Dual-Cluster Architecture on OpenStack and Kubernetes

  • Cosimo Melella,
  • Alejandro Arenas Tovar,
  • Manuel Díaz Pastor,
  • Federico Carvajal and
  • Aida Akbarzadeh

1 November 2026

Security-testing platforms that rely on public clouds create tensions with data-protection requirements and digital-sovereignty objectives, yet existing cyber range (CR) architectures rarely address regulatory compliance by design. This paper propose...

  • Article
  • Open Access
3 Citations
1,745 Views
29 Pages

An Ontology-Based Framework for Semantic Representation of the Cyber Range Domain

  • Vyron Kampourakis,
  • Michail Takaronis,
  • Vasileios Gkioulos and
  • Sokratis Katsikas

Cyber Ranges (CRs) are complex socio-technical ecosystems, combining infrastructure resources, software services, learning mechanisms, and human-in-the-loop processes for cybersecurity training, education, and experimentation. However, their design a...

(This article belongs to the Section Security Engineering & Applications)
  • Article
  • Open Access
186 Citations
25,713 Views
31 Pages

A New Concept of Digital Twin Supporting Optimization and Resilience of Factories of the Future

  • Adrien Bécue,
  • Eva Maia,
  • Linda Feeken,
  • Philipp Borchers and
  • Isabel Praça

28 June 2020

In the context of Industry 4.0, a growing use is being made of simulation-based decision-support tools commonly named Digital Twins. Digital Twins are replicas of the physical manufacturing assets, providing means for the monitoring and control of in...

(This article belongs to the Special Issue Cyber Factories – Intelligent and Secure Factories of the Future)
  • Article
  • Open Access
187 Views
18 Pages

Electrical substations increasingly depend on industrial control systems that communicate over legacy protocols, such as Modbus/TCP, which offer no authentication or integrity protection, and yet progress in machine-learning intrusion detection is co...

(This article belongs to the Section Security Engineering & Applications)
  • Article
  • Open Access
8 Citations
4,762 Views
20 Pages

29 September 2024

As cyberattacks become increasingly sophisticated with advancements in information and communication technology, the impact of cyberspace threats is growing in both civilian and defense sectors. The utilization of cyber capabilities in operations is...

(This article belongs to the Section Networks)
  • Article
  • Open Access
12 Citations
4,645 Views
27 Pages

Cyber5Gym: An Integrated Framework for 5G Cybersecurity Training

  • Muhammad Ali Hamza,
  • Usama Ejaz and
  • Hyun-chul Kim

26 February 2024

The rapid evolution of 5G technology, while offering substantial benefits, concurrently presents complex cybersecurity challenges. Current cybersecurity systems often fall short in addressing challenges such as the lack of realism of the 5G network,...

(This article belongs to the Special Issue Advances in Cryptography and Blockchain for Securing Modern Smart Communications)
  • Article
  • Open Access
10 Citations
5,402 Views
19 Pages

Standards for Cyber-Physical Energy Systems—Two Case Studies from Sensor Technology

  • Michael C. Krutwig,
  • Bernhard Kölmel,
  • Adrian D. Tantau and
  • Kejo Starosta

28 January 2019

Cyber-physical energy systems (CPES) describe a specialization of the cyber-physical system concept, in which energy systems are transformed into intelligent energy networks. These systems provide the basis for the realization of smart microgrids and...

(This article belongs to the Section Energy Science and Technology)
  • Article
  • Open Access
1 Citations
1,864 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)
  • Article
  • Open Access
1,090 Views
32 Pages

Contemporary cyber threats increasingly employ multi-stage and behaviourally adaptive strategies that challenge static intrusion detection and non-adaptive deception mechanisms. Existing approaches typically treat threat detection, deception deployme...

(This article belongs to the Special Issue Next-Generation Cyber Defense: AI, Automation and Adaptive Security)
  • Article
  • Open Access
305 Views
25 Pages

Towards Capability Development: A Layered Analysis of AIS Replay and Ghost Ship Attacks

  • Georgios Potamos,
  • Savvas Theodoulou,
  • Eliana Stavrou and
  • Stavros Stavrou

26 September 2026

The Automatic Identification System (AIS) is a fundamental component of modern Maritime Situational Awareness (MSA) systems, supporting navigation safety, vessel traffic management, and maritime surveillance. However, the absence of authentication, i...

(This article belongs to the Special Issue Risk and Safety of Maritime Transportation: 2nd Edition)
  • Systematic Review
  • Open Access
2 Citations
1,008 Views
40 Pages

16 June 2026

This study presents a Systematic Literature Review (SLR) of gamified platforms for cybersecurity education and training, with a particular focus on environments that incorporate attack–defence simulation. The review examines how the literature...

  • Article
  • Open Access
739 Views
21 Pages

The rise of capture-the-flag (CTF) competitions and offensive security training requires the deployment of systems that are, by design, flawed. This creates a unique architectural paradox: how does one host a system intended to be compromised without...

(This article belongs to the Section Security Engineering & Applications)
  • Article
  • Open Access
4 Citations
1,821 Views
17 Pages

16 September 2023

This paper considers the main approaches to building algorithms for the decision support systems of information protection strategies against cyberattacks in the networks of automated process control systems (the so-called recommender systems). The a...

(This article belongs to the Special Issue Analytical Frameworks and Methods for Cybersecurity)
  • Article
  • Open Access
2,022 Views
40 Pages

19 December 2025

Conventional machine-learning-based defenses are unable to generalize well to novel chains of ATT&CK actions. Being inefficient with low telemetry budgets, they are also unable to provide causal explainability and auditing. We propose a knowledge...

(This article belongs to the Special Issue Cyber Security and AI—2nd Edition)
  • Article
  • Open Access
375 Views
35 Pages

9 October 2026

Power industrial control systems (ICSs) have evolved into tightly coupled cyber-physical systems, which enlarges the attack surface and makes online vulnerability verification risky for critical infrastructure. Existing software-only simulators usual...

  • Article
  • Open Access
25 Citations
3,068 Views
29 Pages

ROAST-IoT: A Novel Range-Optimized Attention Convolutional Scattered Technique for Intrusion Detection in IoT Networks

  • Anandaraj Mahalingam,
  • Ganeshkumar Perumal,
  • Gopalakrishnan Subburayalu,
  • Mubarak Albathan and ,
  • Abdullah Altameem,
  • Riyad Saleh Almakki,
  • Ayyaz Hussain and
  • Qaisar Abbas
  • + 3 authors+ 0 author

23 September 2023

The Internet of Things (IoT) has significantly benefited several businesses, but because of the volume and complexity of IoT systems, there are also new security issues. Intrusion detection systems (IDSs) guarantee both the security posture and defen...

(This article belongs to the Special Issue Machine Learning for Wireless Sensor Network and IoT Security)
  • Article
  • Open Access
456 Views
35 Pages

Security authorization relies on a target security profile that is relatively stable, whereas threats, exposure, control health, and assessment evidence change continuously. We present a two-stage decision-support model that separates operational rem...

(This article belongs to the Section Security Engineering & Applications)
  • Article
  • Open Access
14 Citations
9,750 Views
13 Pages

PocketCTF: A Fully Featured Approach for Hosting Portable Attack and Defense Cybersecurity Exercises

  • Stylianos Karagiannis,
  • Christoforos Ntantogian,
  • Emmanouil Magkos,
  • Luís L. Ribeiro and
  • Luís Campos

8 August 2021

Capture the flag (CTF) challenges are broadly used for engaging trainees in the technical aspects of cybersecurity, maintaining hands-on lab exercises, and integrating gamification elements. However, deploying the appropriate digital environment for...

(This article belongs to the Special Issue Detecting Attack and Incident Zone System)
  • Article
  • Open Access
1,031 Views
19 Pages

GAT-LA: Graph Attention-Based Locality-Aware Sampling for Modeling the Dynamic Evolution of I2P Routing Topologies

  • Runnan Tan,
  • Haiyan Wang,
  • Qingfeng Tan,
  • Yushun Xie and ,
  • Peng Zhang and
  • Bo Hu
  • + 1 author+ 0 author

Anonymous communication networks such as the Invisible Internet Project (I2P) are essential for safeguarding privacy and ensuring freedom of expression, necessitating robust performance and security evaluation in controlled environments. Network test...

(This article belongs to the Topic Graph Neural Networks and Learning Systems)
  • Systematic Review
  • Open Access
49 Citations
28,492 Views
28 Pages

In the modern digital landscape, parental involvement in shaping children’s internet usage has gained unprecedented importance. This research delves into the evolving trends of parental mediation concerning children’s internet activities....

  • Article
  • Open Access
5 Citations
3,450 Views
18 Pages

Integration of Digital Twin, IoT and LoRa in SCARA Robots for Decentralized Automation with Wireless Sensor Networks

  • William Aparecido Celestino Lopes,
  • Adilson Cunha Rusteiko,
  • Cleiton Rodrigues Mendes,
  • Nicolas Vinicius Cruz Honório and
  • Marcelo Tsuguio Okano

26 April 2025

The integration of Digital Twin (DT), Internet of Things (IoT), and Long Range Wireless (LoRa) technology in industrial automation increases efficiency, flexibility, and real-time monitoring. This study proposes a decentralized automation architectur...

(This article belongs to the Special Issue Interdisciplinary Insights in Engineering Research)
  • Article
  • Open Access
2 Citations
1,790 Views
15 Pages

14 July 2025

Testbeds are widely used in experiential learning, providing practical assessments and bridging classroom material with real-world applications. However, manually managing and provisioning student lab environments consumes significant preparation tim...

(This article belongs to the Special Issue Digital Systems in Higher Education)
  • Article
  • Open Access
5 Citations
4,035 Views
25 Pages

The increasing complexity of cybersecurity risks highlights the critical need for novel teaching techniques that provide students with the necessary skills and information. Traditional on-premises laboratory setups frequently lack the scalability, fl...

(This article belongs to the Special Issue Cyber Security and Privacy in IoT Era)
  • Article
  • Open Access
357 Views
46 Pages

15 June 2026

An administrator-assisted CLP-SEIRS-T+ framework is developed to model malware propagation and urban cyber-resilience in clustered temporal communication networks. The model extends CLP-SEIRS-T by integrating community structure, predicted links, asy...

(This article belongs to the Section A: Computer Science)
  • Article
  • Open Access
14 Citations
3,517 Views
13 Pages

Digital Twin of Food Supply Chain for Cyber Exercises

  • Tuomo Sipola,
  • Tero Kokkonen,
  • Markku Puura,
  • Kalle-Eemeli Riuttanen and ,
  • Kari Pitkäniemi,
  • Elina Juutilainen and
  • Teemu Kontio
  • + 2 authors+ 0 author

14 June 2023

The food supply chain is a critical part of modern societies. As with other facets of life, it is thoroughly digitalized, and uses network connections. Consequently, the cyber security of the supply chain becomes a major concern as new threats emerge...

(This article belongs to the Special Issue Disruptive Trends in Automation Technology)
  • Article
  • Open Access
26 Citations
10,473 Views
16 Pages

In this paper, insights are provided into how senior managers can establish a global cyber security model that raises cyber security awareness among staff in a partnership arrangement and ensures that cyber attacks are anticipated and dealt with in r...

  • Systematic Review
  • Open Access
23 Citations
10,529 Views
31 Pages

17 December 2024

As future infrastructures increasingly rely on digital systems, their exposure to cyber threats has grown significantly. The complex and hyper-connected nature of these systems presents challenges for enhancing cyber resilience against adverse condit...

(This article belongs to the Special Issue New Advances in Computer Security and Cybersecurity)
  • Article
  • Open Access
4 Citations
3,432 Views
11 Pages

Efficacy and Feasibility of Salvage Re-Irradiation with CyberKnife for In-Field Neck Lymph Node Recurrence: A Retrospective Study

  • Daijiro Kobayashi,
  • Hiro Sato,
  • Jun-ichi Saitoh,
  • Takahiro Oike and ,
  • Atsushi Nakajima,
  • Shin-ei Noda,
  • Shingo Kato,
  • Mototaro Iwanaga,
  • Tsuneo Shimizu and
  • Takashi Nakano
  • + 5 authors+ 0 author

7 November 2019

Neck lymph node (LN) recurrence in the irradiated field represents an important aspect of treatment failure after primary radiotherapy owing to the lack of a standard treatment. The aim of this study is to investigate the efficacy and safety of Cyber...

(This article belongs to the Section Nuclear Medicine & Radiology)
  • Article
  • Open Access
3 Citations
3,032 Views
15 Pages

12 November 2020

With the emergence of global digital service providers, concerns about digital oligopolies have increased, with a wide range of potentially harmful effects being discussed. One of these relates to cyber security, where it has been argued that market...

(This article belongs to the Special Issue Cyber Risk and Security)
  • Review
  • Open Access
125 Citations
42,056 Views
26 Pages

Impact, Vulnerabilities, and Mitigation Strategies for Cyber-Secure Critical Infrastructure

  • Hugo Riggs,
  • Shahid Tufail,
  • Imtiaz Parvez,
  • Mohd Tariq and ,
  • Mohammed Aquib Khan,
  • Asham Amir,
  • Kedari Vineetha Vuda and
  • Arif I. Sarwat
  • + 3 authors+ 0 author

17 April 2023

Several critical infrastructures are integrating information technology into their operations, and as a result, the cyber attack surface extends over a broad range of these infrastructures. Cyber attacks have been a serious problem for industries sin...

(This article belongs to the Special Issue Cybersecurity Issues in Smart Grids and Future Power Systems)
  • Article
  • Open Access
39 Citations
22,343 Views
28 Pages

31 August 2023

Utilizing social media data is imperative in comprehending critical insights on the Russia–Ukraine cyber conflict due to their unparalleled capacity to provide real-time information dissemination, thereby enabling the timely tracking and analys...

(This article belongs to the Collection Natural Language Processing and Applications: Challenges and Perspectives)

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