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134 Results Found

  • Article
  • Open Access
34 Citations
11,025 Views
19 Pages

Supervisory control and data acquisition (SCADA) systems enable industrial organizations to control and monitor real-time data and industrial processes. Migrating SCADA systems to cloud environments can enhance the performance of traditional systems...

  • Proceeding Paper
  • Open Access
1 Citations
668 Views
8 Pages

Supervisory Control and Data Acquisition (SCADA) systems play a key role in various industrial processes. Due to their key role in critical infrastructures, in recent years, they have become the target of cyber attackers. In this research, we propose...

(This article belongs to the Proceedings of The 3rd International Electronic Conference on Machines and Applications)
  • Article
  • Open Access
23 Citations
4,164 Views
22 Pages

A Proficient ZESO-DRKFC Model for Smart Grid SCADA Security

  • Osama Bassam J. Rabie,
  • Praveen Kumar Balachandran,
  • Mohammed Khojah and
  • Shitharth Selvarajan

12 December 2022

Smart grids are complex cyber-physical systems that incorporate smart devices’ communication capabilities into the grid to enable remote management and the control of power systems. However, this integration reveals numerous SCADA system flaws, which...

(This article belongs to the Special Issue Internet of Things for Smart Grid)
  • Article
  • Open Access
32 Citations
7,364 Views
14 Pages

3 November 2023

The increased connectivity and automation capabilities of Industry 4.0 cyber-physical production systems (CPPS) create significant cyber-security vulnerabilities in supervisory control and data acquisition (SCADA) environments if robust protections a...

(This article belongs to the Topic Application of IoT on Manufacturing, Communication and Engineering)
  • Article
  • Open Access
38 Citations
6,062 Views
19 Pages

1 March 2023

Securing critical infrastructures and manufacturing plants in the Industrial-Internet-Of-Things and Industry 4.0 is a challenge today due to the increased number of attacks against automation and SCADA systems. These systems were built without any se...

(This article belongs to the Section Industrial Sensors)
  • Article
  • Open Access
22 Citations
8,294 Views
15 Pages

Securing SCADA Energy Management System under DDos Attacks Using Token Verification Approach

  • Yu-Sheng Yang,
  • Shih-Hsiung Lee,
  • Wei-Che Chen,
  • Chu-Sing Yang,
  • Yuen-Min Huang and
  • Ting-Wei Hou

5 January 2022

The advanced connection requirements of industrial automation and control systems have sparked a new revolution in the Industrial Internet of Things (IIoT), and the Supervisory Control and Data Acquisition (SCADA) network has evolved into an open and...

(This article belongs to the Special Issue New Security and Privacy Challenges in Industrial Internet of Things)
  • Article
  • Open Access
15 Citations
6,242 Views
22 Pages

TTAS: Trusted Token Authentication Service of Securing SCADA Network in Energy Management System for Industrial Internet of Things

  • Yu-Sheng Yang,
  • Shih-Hsiung Lee,
  • Wei-Che Chen,
  • Chu-Sing Yang,
  • Yuen-Min Huang and
  • Ting-Wei Hou

11 April 2021

The vigorous development of the Industrial Internet of Things brings the advanced connection function of the new generation of industrial automation and control systems. The Supervisory Control and Data Acquisition (SCADA) network is converted into a...

(This article belongs to the Special Issue Securing the Industrial Internet of Things)
  • Article
  • Open Access
31 Citations
16,702 Views
18 Pages

Improving Security for SCADA Sensor Networks with Reputation Systems and Self-Organizing Maps

  • José M. Moya,
  • Álvaro Araujo,
  • Zorana Banković,
  • Juan-Mariano De Goyeneche,
  • Juan Carlos Vallejo,
  • Pedro Malagón,
  • Daniel Villanueva,
  • David Fraga,
  • Elena Romero and
  • Javier Blesa

20 November 2009

The reliable operation of modern infrastructures depends on computerized systems and Supervisory Control and Data Acquisition (SCADA) systems, which are also based on the data obtained from sensor networks. The inherent limitations of the sensor devi...

(This article belongs to the Special Issue State-of-the-Art Sensors Technology in Spain)
  • Article
  • Open Access
10 Citations
3,835 Views
23 Pages

Supervisory Control and Data Acquisition (SCADA) systems play a critical role in industrial processes by providing real-time monitoring and control of equipment across large-scale, distributed operations. In the context of cyber security, Intrusion D...

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

Supervisory Control and Data Acquisition (SCADA) is a key component in smart grid electric systems. It improves the grid’s efficiency and reliability by transmitting information between field devices, intelligent electronic devices (IEDs) and r...

  • Article
  • Open Access
20 Citations
10,283 Views
36 Pages

23 October 2015

Modern technology enhancements have been used worldwide to fulfill the requirements of the industrial sector, especially in supervisory control and data acquisition (SCADA) systems as a part of industrial control systems (ICS). SCADA systems have gai...

(This article belongs to the Special Issue Advanced Symmetry Modelling and Services in Future IT Environments)
  • Proceeding Paper
  • Open Access
2 Citations
1,534 Views
4 Pages

11 September 2023

Due to the augmented engrossment of technology in security, everything moves towards a cohesive system. Smart cyber-lock technology is one of the eminent concepts with the potential to solve emerging safety and security issues. This work aims to esta...

(This article belongs to the Proceedings of The 3rd International Conference on Advances in Mechanical Engineering (ICAME-2023))
  • Article
  • Open Access
26 Citations
3,361 Views
24 Pages

A Classy Multifacet Clustering and Fused Optimization Based Classification Methodologies for SCADA Security

  • Alaa O. Khadidos,
  • Hariprasath Manoharan,
  • Shitharth Selvarajan,
  • Adil O. Khadidos,
  • Khaled H. Alyoubi and
  • Ayman Yafoz

15 May 2022

Detecting intrusions from the supervisory control and data acquisition (SCADA) systems is one of the most essential and challenging processes in recent times. Most of the conventional works aim to develop an efficient intrusion detection system (IDS)...

(This article belongs to the Section A1: Smart Grids and Microgrids)
  • Article
  • Open Access
601 Views
42 Pages

SCADA Digital Twin and Cryptographic AMI Cyber-Twin for Smart Grid Security

  • S. Rayhan Kabir,
  • Mohammad Kamrul Hasan,
  • Tanja Pavleska and
  • Salwani Abdullah

1 August 2026

Smart grids increasingly depend on tightly coupled Supervisory Control and Data Acquisition (SCADA) and Advanced Metering Infrastructure (AMI) infrastructures to enable real-time monitoring, control, and data-driven energy management. Yet, the growin...

(This article belongs to the Special Issue Advances in Technologies for Data Privacy and Security)
  • Review
  • Open Access
264 Views
22 Pages

23 September 2026

Over the last few years, cyber-physical systems (CPSs) have come to play a central role in critical infrastructures, manufacturing, transport, and robotics. As a consequence, their lack of security increasingly affects the physical world, possibly ca...

(This article belongs to the Special Issue Cyber-Physical Systems in Industrial Communication Systems)
  • Article
  • Open Access
629 Views
41 Pages

Across the world’s electrical substations, water-treatment plants, and manufacturing lines, a single engineer with valid credentials and a laptop can today push new control logic to a programmable logic controller (PLC) and change the physical...

  • Article
  • Open Access
27 Citations
11,696 Views
17 Pages

Analysis of ICS and SCADA Systems Attacks Using Honeypots

  • Mohamed Mesbah,
  • Mahmoud Said Elsayed,
  • Anca Delia Jurcut and
  • Marianne Azer

Supervisory control and data acquisition (SCADA) attacks have increased due to the digital transformation of many industrial control systems (ICS). Operational technology (OT) operators should use the defense-in-depth concept to secure their operatio...

(This article belongs to the Section Cybersecurity)
  • Article
  • Open Access
31 Citations
5,720 Views
17 Pages

An Intrusion Detection System (IDS) is a tool used primarily for security monitoring, which is one of the security strategies for Supervisory Control and Data Acquisition (SCADA) systems. Distributed Network Protocol version 3 (DNP3) is the predomina...

(This article belongs to the Special Issue Network Intrusion Detection Using Deep Learning)
  • Article
  • Open Access
16 Citations
5,739 Views
29 Pages

A Configurable Dependency Model of a SCADA System for Goal-Oriented Risk Assessment

  • Yulia Cherdantseva,
  • Pete Burnap,
  • Simin Nadjm-Tehrani and
  • Kevin Jones

11 May 2022

A key purpose of a Supervisory Control and Data Acquisition (SCADA) system is to enable either an on-site or remote supervisory control and monitoring of physical processes of various natures. In order for a SCADA system to operate safely and securel...

(This article belongs to the Topic Cyber Security and Critical Infrastructures)
  • Article
  • Open Access
74 Citations
7,030 Views
12 Pages

The Effect of Dataset Imbalance on the Performance of SCADA Intrusion Detection Systems

  • Asaad Balla,
  • Mohamed Hadi Habaebi,
  • Elfatih A. A. Elsheikh,
  • Md. Rafiqul Islam and
  • F. M. Suliman

9 January 2023

Integrating IoT devices in SCADA systems has provided efficient and improved data collection and transmission technologies. This enhancement comes with significant security challenges, exposing traditionally isolated systems to the public internet. E...

(This article belongs to the Section Communications)
  • Article
  • Open Access
13 Citations
4,373 Views
20 Pages

Add-On Anomaly Threshold Technique for Improving Unsupervised Intrusion Detection on SCADA Data

  • Abdulmohsen Almalawi,
  • Adil Fahad,
  • Zahir Tari,
  • Asif Irshad Khan,
  • Nouf Alzahrani,
  • Sheikh Tahir Bakhsh,
  • Madini O. Alassafi,
  • Abdulrahman Alshdadi and
  • Sana Qaiyum

Supervisory control and data acquisition (SCADA) systems monitor and supervise our daily infrastructure systems and industrial processes. Hence, the security of the information systems of critical infrastructures cannot be overstated. The effectivene...

(This article belongs to the Special Issue Security and Trust in Next Generation Cyber-Physical Systems)
  • Technical Note
  • Open Access
40 Citations
10,179 Views
14 Pages

An Ethereum Blockchain-Based Prototype for Data Security of Regulated Electricity Market

  • Aasim Ullah,
  • S M Shahnewaz Siddiquee,
  • Md Akbar Hossain and
  • Sayan Kumar Ray

27 November 2020

Data security of present-day power systems, such as the electricity market, has spurred global interest in both industry and academia. The electricity market can either be regulated (state-controlled entrance, policies, and pricing) or deregulated (o...

(This article belongs to the Section Inventions and Innovation in Electrical Engineering/Energy/Communications)
  • Article
  • Open Access
13 Citations
4,316 Views
26 Pages

Hybrid Cybersecurity for Asymmetric Threats: Intrusion Detection and SCADA System Protection Innovations

  • Abdulmohsen Almalawi,
  • Shabbir Hassan,
  • Adil Fahad,
  • Arshad Iqbal and
  • Asif Irshad Khan

18 April 2025

Supervisory control and data acquisition (SCADA) systems are vulnerable to cyberattacks; hence, cybersecurity is a major concern. Hybrid methodologies using advanced machine learning (ML) may increase intrusion detection and system security. The intr...

(This article belongs to the Special Issue Advanced Studies of Symmetry/Asymmetry in Cybersecurity)
  • Article
  • Open Access
57 Citations
10,417 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...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
6 Citations
5,058 Views
28 Pages

23 March 2025

In recent years, Internet of Things (IoT) systems are used in Industrial Internet of Things (IIoT) systems due to their widespread use in industrial sectors, providing convenience to users in SCADA systems, like other domains. In addition to the dive...

(This article belongs to the Section A: Computer Science)
  • Article
  • Open Access
555 Views
25 Pages

Ensuring resilient controllability and observability in SCADA-based smart grids under coordinated cyberattacks remains a critical and unresolved challenge in modern cyber-physical power systems. This paper investigates the impact of coordinated cyber...

(This article belongs to the Special Issue Stability Analysis and Optimal Operation Strategy for Power Systems with High Renewable Energy Penetration)
  • Article
  • Open Access
44 Citations
10,693 Views
23 Pages

Runtime-Monitoring for Industrial Control Systems

  • Helge Janicke,
  • Andrew Nicholson,
  • Stuart Webber and
  • Antonio Cau

3 December 2015

Industrial Control Systems (ICS) are widely deployed in nation’s critical national infrastructures such as utilities, transport, banking and health-care. Whilst Supervisory Control and Data Acquisition (SCADA) systems are commonly deployed to monitor...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
26 Citations
6,438 Views
18 Pages

27 September 2019

The increased number of cyber threats against the Supervisory Control and Data Acquisition (SCADA) and automation systems in the Industrial-Internet-of-Things (IIoT) and Industry 4.0 era has raised concerns in respect to the importance of securing cr...

(This article belongs to the Section Internet of Things)
  • Article
  • Open Access
30 Citations
6,464 Views
20 Pages

11 August 2025

The convergence of operational technology (OT) and information technology (IT) in industrial environments, such as water treatment plants, has significantly increased the attack surface of Supervisory Control and Data Acquisition (SCADA) systems. Tra...

(This article belongs to the Section Industrial Sensors)
  • Review
  • Open Access
123 Citations
26,957 Views
41 Pages

30 October 2023

Industrial Control Systems (ICS), which include Supervisory Control and Data Acquisition (SCADA) systems, Distributed Control Systems (DCS), and Programmable Logic Controllers (PLC), play a crucial role in managing and regulating industrial processes...

(This article belongs to the Special Issue Cyber-Physical Systems and Industry 4.0)
  • Abstract
  • Open Access
2 Citations
2,503 Views
1 Page

This paper discusses the new auspicious trends of internet of things (IoT) and its advanced developments in various sectors of today’s IT arena, including for industrial sectors. Each object acts as a communication node (or entity) that is able to co...

(This article belongs to the Proceedings of The First International Conference on Symmetry)
  • Article
  • Open Access
1 Citations
1,263 Views
18 Pages

Virtual Testbed for Cyber-Physical System Security Research and Education: Design, Evaluation, and Impact

  • Minal Akeel,
  • Salaheddin Hosseinzadeh,
  • Muhammad Zeeshan,
  • Hamid Homatash,
  • Nsikak Owoh and
  • Moses Ashawa

This article presents the design and implementation of a Virtual Cyber-Physical Testbed (VCPT) for transportation systems, featuring an automated level-crossing process. The proposed design improves network fidelity while keeping the platform lightwe...

(This article belongs to the Special Issue Trends in Information Systems and Security)
  • Article
  • Open Access
169 Citations
22,635 Views
34 Pages

Cyber-Physical Systems (CPS) are integrated systems that combine software and physical components. CPS has experienced rapid growth over the past decade in fields as disparate as telemedicine, smart manufacturing, autonomous vehicles, the Internet of...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
13 Citations
7,433 Views
25 Pages

Industrial Automation and Control Systems (IACS) are broadly utilized in critical infrastructures for monitoring and controlling the industrial processes remotely. The real-time transmissions in such systems provoke security breaches. Many security b...

  • Article
  • Open Access
22 Citations
6,865 Views
18 Pages

Attacking IEC 61850 Substations by Targeting the PTP Protocol

  • Aida Akbarzadeh,
  • Laszlo Erdodi,
  • Siv Hilde Houmb,
  • Tore Geir Soltvedt and
  • Hans Kristian Muggerud

Digital substations, also referred to as modern power grid substations, utilize the IEC 61850 station and process bus in conjunction with IP-based communication. This includes communication with switch yard equipment within the substation as well as...

(This article belongs to the Special Issue Cybersecurity and Privacy Issues in Cyber-Physical Systems and Industrial Control Systems)
  • Article
  • Open Access
2 Citations
1,059 Views
27 Pages

Low-Latency DDoS Detection for IIoT and SCADA Networks Using Proximal Policy Optimisation and Deep Reinforcement Learning

  • Mikiyas Alemayehu,
  • Mohamed Chahine Ghanem,
  • Hamza Kheddar,
  • Dipo Dunsin,
  • Chaker Abdelaziz Kerrache and
  • Geetanjali Rathee

26 April 2026

Industrial Internet of Things (IIoT) and SCADA-connected networks are increasingly vulnerable to Distributed Denial of Service (DDoS) attacks, which can disrupt time-sensitive industrial processes and compromise operational continuity. Effective miti...

(This article belongs to the Special Issue Reinforcement Learning for Cyber Security: Methods and Applications)
  • Article
  • Open Access
1 Citations
512 Views
24 Pages

11 August 2026

This study proposes a zero-shot cross-domain intrusion detection framework for industrial control systems (ICS) using a canonical feature representation and domain-adversarial learning. While prior approaches relied on labeled target data, the propos...

(This article belongs to the Special Issue Advanced Security and Privacy Mechanisms for Cyber–Physical Systems and Industrial Networks)
  • Article
  • Open Access
5 Citations
6,462 Views
23 Pages

Design and Development of Layered Security: Future Enhancements and Directions in Transmission

  • Aamir Shahzad,
  • Malrey Lee,
  • Suntae Kim,
  • Kangmin Kim,
  • Jae-Young Choi,
  • Younghwa Cho and
  • Keun-Kwang Lee

6 January 2016

Today, security is a prominent issue when any type of communication is being undertaken. Like traditional networks, supervisory control and data acquisition (SCADA) systems suffer from a number of vulnerabilities. Numerous end-to-end security mechani...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
25 Citations
6,007 Views
19 Pages

2 February 2018

The subject of cyber-security and therefore cyber-attacks on smart grid (SG) has become subject of many publications in the last years, emphasizing its importance in research, as well as in practice. One especially vulnerable part of SG are smart met...

(This article belongs to the Section F: Electrical Engineering)
  • Article
  • Open Access
170 Citations
14,296 Views
15 Pages

SCADA System Testbed for Cybersecurity Research Using Machine Learning Approach

  • Marcio Andrey Teixeira,
  • Tara Salman,
  • Maede Zolanvari,
  • Raj Jain,
  • Nader Meskin and
  • Mohammed Samaka

This paper presents the development of a Supervisory Control and Data Acquisition (SCADA) system testbed used for cybersecurity research. The testbed consists of a water storage tank’s control system, which is a stage in the process of water treatmen...

  • Article
  • Open Access
164 Citations
11,204 Views
24 Pages

Blockchain and Random Subspace Learning-Based IDS for SDN-Enabled Industrial IoT Security

  • Abdelouahid Derhab,
  • Mohamed Guerroumi,
  • Abdu Gumaei,
  • Leandros Maglaras,
  • Mohamed Amine Ferrag,
  • Mithun Mukherjee and
  • Farrukh Aslam Khan

15 July 2019

The industrial control systems are facing an increasing number of sophisticated cyber attacks that can have very dangerous consequences on humans and their environments. In order to deal with these issues, novel technologies and approaches should be...

(This article belongs to the Special Issue Software-Defined Networking for Sensor Networks and Internet of Things)
  • Article
  • Open Access
55 Citations
11,350 Views
21 Pages

6 September 2018

The increasing proliferation of distributed energy resources (DERs) on the smart grid has made distributed solar and wind two key contributors to the expanding attack surface of the network; however, there is a lack of proper understanding and enforc...

  • Article
  • Open Access
828 Views
18 Pages

Design of a Multi-Tier Security Model Encompassing Human Factors, Identification Processes, and Secure Networking

  • Zhuldyz Tashenova,
  • Askhatov Alim,
  • Gabdullin Abzal,
  • Abdikhaimov Yelnur,
  • Raiskanov Rassul,
  • Oryntay Al-Tarazi,
  • Zhanat Abdugulova and
  • Shirin Amanzholova

Modern cybersecurity challenges span multiple layers, from human behavior and identity management to network communication and device security. This paper proposes a unified multi-layered security framework that integrates human-centric, identity-cen...

(This article belongs to the Topic Addressing Security Issues Related to Modern Software)
  • Proceeding Paper
  • Open Access
508 Views
12 Pages

Low Power Wide Area Networks (LPWANs) are essential for enabling Internet-of-Things (IoT) technologies in utility environments. Utilities can leverage these networks to monitor critical remote assets, especially where mobile technologies are unsuitab...

(This article belongs to the Proceedings of The 34th Southern African Universities Power Engineering Conference (SAUPEC 2026))
  • Article
  • Open Access
631 Views
41 Pages

A Comparative Study of Large Language Models for Industrial Cyber-Physical Security

  • J. de Curtò,
  • I. de Zarzà,
  • Juan Carlos Cano and
  • Carlos T. Calafate

Intrusion detection in industrial cyber-physical systems is constrained by small labelled-attack corpora and by the subtler signal of physical-process attacks compared with classical IT-network intrusions, motivating renewed interest in foundation-mo...

(This article belongs to the Special Issue Emerging Research Trends and Technologies in Intrusion Detection Systems (IDSs) and Artificial Intelligence (AI) Utilization)
  • Article
  • Open Access
12 Citations
3,779 Views
18 Pages

Integrating Elliptic Curve Cryptography with the Modbus TCP SCADA Communication Protocol

  • Despoina Chochtoula,
  • Aristidis Ilias,
  • Yannis C. Stamatiou and
  • Christos Makris

SCADA systems monitor critical industrial, energy and other physical infrastructures in order to detect malfunctions, issue alerts and, in many cases, propose or even take remedial actions. However, due to their attachment to the Internet, SCADA syst...

(This article belongs to the Special Issue Big Data Analytics for the Industrial Internet of Things)
  • Article
  • Open Access
14 Citations
4,678 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...

(This article belongs to the Special Issue Recent Advances in Cybersecurity and Computer Networks)
  • Article
  • Open Access
3 Citations
6,079 Views
14 Pages

Modeling Networked Telemetry

  • Wondimu Zegeye,
  • Richard Dean,
  • Mulugeta Dugda,
  • Farzad Moazzami and
  • Andargachew Bezabih

This paper presents the modeling of the networks supporting today’s telemetry. The incorporation of networking features has significantly enhanced the capability and performance of modern telemetry systems. The development of Integrated Network-Enhan...

  • Article
  • Open Access
13 Citations
2,831 Views
17 Pages

Resiliency Improvement of an AC/DC Power Grid with Embedded LCC-HVDC Using Robust Power System State Estimation

  • Abdulwahab A. Aljabrine,
  • Abdallah A. Smadi,
  • Yacine Chakhchoukh,
  • Brian K. Johnson and
  • Hangtian Lei

23 November 2021

The growth of renewable energy generation in the power grid brings attention to high-voltage direct current (HVDC) transmission as a valuable solution for stabilizing the system. Robust hybrid power system state estimation could enhance the resilienc...

(This article belongs to the Special Issue Resilience, Modeling, and Control of Electrical Power Systems)

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