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False data injection attacks against state estimation in electric power grids

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Attacks against process control systems: risk assessment, detection, and response

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Detecting Integrity Attacks on SCADA Systems

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A Taxonomy of Cyber Attacks on SCADA Systems

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Cybersecurity for Critical Infrastructures: Attack and Defense Modeling

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Cyber Security of Water SCADA Systems—Part I: Analysis and Experimentation of Stealthy Deception Attacks

Amin, S., Litrico, X., Sastry, S., & Bayen, A. M. (2012) · IEEE Transactions on Control Systems Technology · doi:10.1109/tcst.2012.2211873 · Cited by 350 · see citing works

A survey SCADA of and critical infrastructure incidents

Miller, B., & Rowe, D. (2012) · Proceedings of the 1st Annual conference on Research in information technology · doi:10.1145/2380790.2380805 · Cited by 336 · see citing works

Accurate modeling of modbus/TCP for intrusion detection in SCADA systems

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A Multidimensional Critical State Analysis for Detecting Intrusions in SCADA Systems

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Understanding the physical and economic consequences of attacks on control systems

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Data integrity attacks and their impacts on SCADA control system

Sridhar, S., & Manimaran, G. (2010) · doi:10.1109/pes.2010.5590115 · Cited by 166 · see citing works

SCADASim—A Framework for Building SCADA Simulations

Queiroz, C., Mahmood, A. N., & Tari, Z. (2011) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2011.2162432 · Cited by 153 · see citing works

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Nader, P., Honeine, P., & Beauseroy, P. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2330796 · Cited by 122 · see citing works

An unsupervised anomaly-based detection approach for integrity attacks on SCADA systems

Almalawi, A., Yu, X., Tari, Z., Fahad, A., & Khalil, I. (2014) · Computers & Security · doi:10.1016/j.cose.2014.07.005 · Cited by 113 · see citing works

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Detection of Integrity Attacks in Cyber-Physical Critical Infrastructures Using Ensemble Modeling

Ntalampiras, S. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2367322 · Cited by 92 · see citing works

Modeling the Stuxnet attack with BDMP: Towards more formal risk assessments

Kriaa, S., Bouissou, M., & Pietre-Cambacedes, L. (2012) · 2012 7th International Conference on Risks and Security of Internet and Systems (CRiSIS) · doi:10.1109/crisis.2012.6378942 · Cited by 80 · see citing works

State-Based Network Intrusion Detection Systems for SCADA Protocols: A Proof of Concept

Carcano, A., Fovino, I. N., Masera, M., & Trombetta, A. (2010) · Lecture notes in computer science · doi:10.1007/978-3-642-14379-3_12 · Cited by 66 · see citing works

On dynamic malware payloads aimed at programmable logic controllers

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Security for Process Control Systems: An Overview

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Intrusion Detection in SCADA Networks

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Improving Security for SCADA Control Systems

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A Review of SCADA Anomaly Detection Systems

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SCADA Intrusion Detection System based on temporal behavior of frequent patterns

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Modeling and control of discrete event systems using finite state machines with variables and their applications in power grids

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Improving Security for SCADA Control Systems

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Controller-aware false data injection against programmable logic controllers

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Observer based on-line fault diagnosis of continuous systems modeled as Petri nets

Renganathan, K., & Bhaskar, V. (2010) · ISA Transactions · doi:10.1016/j.isatra.2010.04.003 · Cited by 25 · see citing works

Design and Analysis of Security Attacks against Critical Smart Grid Infrastructures

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Finite-State Machine Motion Controller: Servo Drives

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Offensive cyber-weapons: technical, legal, and strategic aspects

Maitra, A. K. (2014) · Environment Systems & Decisions · doi:10.1007/s10669-014-9520-7 · Cited by 14 · see citing works

Understanding the threat to SCADA networks

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Cyber-Physical Power System (CPPS): A Review on Modeling, Simulation, and Analysis With Cyber Security Applications

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A safety/security risk analysis approach of Industrial Control Systems: A cyber bowtie – combining new version of attack tree with bowtie analysis

Abdo, H., Kaouk, M., Flaus, J., & Massé, F. (2017) · Computers & Security · doi:10.1016/j.cose.2017.09.004 · Cited by 180 · see citing works

Assessing and augmenting SCADA cyber security: A survey of techniques

Nazir, S., Patel, S., & Patel, D. (2017) · Computers & Security · doi:10.1016/j.cose.2017.06.010 · Cited by 167 · see citing works

Assessing the Physical Impact of Cyberattacks on Industrial Cyber-Physical Systems

Huang, K., Zhou, C., Tian, Y., Yang, S., & Qin, Y. (2018) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2018.2798605 · Cited by 143 · see citing works

Cyber–physical interactions in power systems: A review of models, methods, and applications

Shi, L., Dai, Q., & Ni, Y. (2018) · Electric Power Systems Research · doi:10.1016/j.epsr.2018.07.015 · Cited by 134 · see citing works

Anomaly Detection Based on Zone Partition for Security Protection of Industrial Cyber-Physical Systems

Yang, J. Y., Zhou, C., Yang, S., Xu, H., & Hu, B. (2017) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2017.2772190 · Cited by 127 · see citing works

Cyber-attack detection in SCADA systems using temporal pattern recognition techniques

Kalech, M. (2019) · Computers & Security · doi:10.1016/j.cose.2019.03.007 · Cited by 82 · see citing works

Cyber security in the nuclear industry: A closer look at digital control systems, networks and human factors

Ayodeji, A., Mohamed, M., Li, L., Buono, A. D., Pierce, I., & Ahmed, H. (2023) · Progress in Nuclear Energy · doi:10.1016/j.pnucene.2023.104738 · Cited by 115 · see citing works

A Survey of Cyber-Physical Power System Modeling Methods for Future Energy Systems

Abdelmalak, M. M., Venkataramanan, V., & Macwan, R. (2022) · IEEE Access · doi:10.1109/access.2022.3206830 · Cited by 71 · see citing works

A new perspective towards the development of robust data-driven intrusion detection for industrial control systems

Ayodeji, A., Liu, Y.-K., Chao, N., & Yang, L.-Q. (2020) · Nuclear Engineering and Technology · doi:10.1016/j.net.2020.05.012 · Cited by 66 · see citing works

Resilience analysis of cyber‐physical systems: A review of models and methods

Cassottana, B., Roomi, M. M., Mashima, D., & Sansavini, G. (2023) · Risk Analysis · doi:10.1111/risa.14089 · Cited by 58 · see citing works

Security Perspective Analysis of Industrial Cyber Physical Systems (I-CPS): A Decade-wide Survey

Agrawal, N., & Kumar, R. (2022) · ISA Transactions · doi:10.1016/j.isatra.2022.03.018 · Cited by 45 · see citing works

Mining of intrusion attack in SCADA network using clustering and genetically seeded flora‐based optimal classification algorithm

Selvarajan, S., Shaik, M., Ameerjohn, S., & Kannan, S. (2019) · IET Information Security · doi:10.1049/iet-ifs.2019.0011 · Cited by 41 · see citing works

A supervised energy monitoring-based machine learning approach for anomaly detection in a clean water supply system

Robles-Durazno, A., Moradpoor, N., McWhinnie, J., & Russell, G. (2018) · International Conference on Cyber Security and Protection of Digital Services (Cyber Security) · doi:10.1109/cybersecpods.2018.8560683 · Cited by 40 · see citing works

Cybersecurity Concerns for Total Productive Maintenance in Smart Manufacturing Systems

Zarreh, A., Wan, H.-D., Lee, Y., Saygin, C., & Janahi, R. A. (2019) · Procedia Manufacturing · doi:10.1016/j.promfg.2020.01.067 · Cited by 40 · see citing works

Metaheuristic neural networks for anomaly recognition in industrial sensor networks with packet latency and jitter for smart infrastructures

Mansouri, A., Majidi, B., & Shamisa, A. (2018) · International Journal of Computers and Applications · doi:10.1080/1206212x.2018.1533613 · Cited by 32 · see citing works

Security issues in Industry 4.0

Jamai, I., Azzouz, L. B., & Saı̈dane, L. A. (2020) · International Wireless Communications and Mobile Computing Conference (IWCMC) · doi:10.1109/iwcmc48107.2020.9148447 · Cited by 31 · see citing works

Reliability assessment of cyber-physical power systems considering the impact of predicted cyber vulnerabilities

Rostami, A., Mohammadi, M., & Karimipour, H. (2022) · International Journal of Electrical Power & Energy Systems · doi:10.1016/j.ijepes.2022.108892 · Cited by 30 · see citing works

Leveraging the SRTP protocol for over-the-network memory acquisition of a GE Fanuc Series 90-30

Denton, G., Karpíšek, F., Breitinger, F., & Baggili, I. (2017) · Digital Investigation · doi:10.1016/j.diin.2017.06.005 · Cited by 25 · see citing works

Attack detection and prevention in IoT-SCADA networks using NK-classifier

Justindhas, Y., & Jeyanthi, P. (2022) · Soft Computing · doi:10.1007/s00500-022-06921-3 · Cited by 25 · see citing works

An approach based on behavioral models and critical states distance notion for improving cybersecurity of industrial control systems

SICARD, F., ZAMAI, É., & FLAUS, J.-M. (2019) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2019.03.020 · Cited by 25 · see citing works

Temporal pattern-based malicious activity detection in SCADA systems

Shlomo, A., Kalech, M., & Moskovitch, R. (2020) · Computers & Security · doi:10.1016/j.cose.2020.102153 · Cited by 23 · see citing works

Data-Driven Correlation of Cyber and Physical Anomalies for Holistic System Health Monitoring

Marino, D., Wickramasinghe, C. S., Tsouvalas, B., Rieger, C. G., & Manic, M. (2021) · IEEE Access · doi:10.1109/access.2021.3131274 · Cited by 23 · see citing works

Research on a PSO-H-SVM-Based Intrusion Detection Method for Industrial Robotic Arms

Zhou, Y., Xie, L., & Pan, H. (2022) · Applied Sciences · doi:10.3390/app12062765 · Cited by 20 · see citing works

Roll forward validation based decision tree classification for detecting data integrity attacks in industrial internet of things

Madhawa, S., Balakrishnan, P., & Umamakeswari, A. (2019) · Journal of Intelligent & Fuzzy Systems · doi:10.3233/jifs-169946 · Cited by 18 · see citing works

Employing invariants for anomaly detection in software defined networking based industrial internet of things

Madhawa, S., Balakrishnan, P., & Umamakeswari, A. (2018) · Journal of Intelligent & Fuzzy Systems · doi:10.3233/jifs-169670 · Cited by 17 · see citing works

ISS control synthesis of T–S fuzzy systems with multiple transmission channels under denial of service

Wu, G., Yang, G., & Wang, H. (2021) · Journal of the Franklin Institute · doi:10.1016/j.jfranklin.2021.02.014 · Cited by 17 · see citing works

Replay attack detection and mitigation for cyber–physical systems via RADIR algorithm with encryption scheduling

Song, Y., & Ye, D. (2023) · Neurocomputing · doi:10.1016/j.neucom.2023.126698 · Cited by 16 · see citing works

Successive direct load altering attack in smart grid

Xun, P., Zhu, P., Maharjan, S., & Cui, P. (2018) · Computers & Security · doi:10.1016/j.cose.2018.03.009 · Cited by 16 · see citing works

Smart Behavioural Filter for Industrial Internet of Things

Corbò, G., Foglietta, C., Palazzo, C., & Panzieri, S. (2017) · Mobile Networks and Applications · doi:10.1007/s11036-017-0882-1 · Cited by 15 · see citing works

DAN: Neural network based on dual attention for anomaly detection in ICS

Xu, L., Wang, B., Zhao, D., & Wu, X.-M. (2024) · Expert Systems with Applications · doi:10.1016/j.eswa.2024.125766 · Cited by 14 · see citing works

Command Disaggregation Attack and Mitigation in Industrial Internet of Things

Xun, P., Zhu, P., Hu, Y., Cui, P., & Zhang, Y. (2017) · Sensors · doi:10.3390/s17102408 · Cited by 13 · see citing works

From ICS Attacks' Analysis to the S.A.F.E. Approach: Implementation of Filters Based on Behavioral Models and Critical State Distance for ICS Cybersecurity

Sicard, F., Escudero, C., Zamaï, É., & Flaus, J. (2018) · Cyber Security in Networking Conference (CSNet) · doi:10.1109/csnet.2018.8602960 · Cited by 17 · see citing works

A systematic literature review on past attack analysis on industrial control systems

Goel, S. (2024) · Transactions on Emerging Telecommunications Technologies · doi:10.1002/ett.5004 · Cited by 13 · see citing works

Analyzing the Impact of Cyberattacks on Industrial Control Systems using Timed Automata

Jawad, A., & Jaskolka, J. (2021) · IEEE International Conference on Software Quality, Reliability and Security (QRS) · doi:10.1109/qrs54544.2021.00106 · Cited by 12 · see citing works

Critical States Distance Filter Based Approach for Detection and Blockage of Cyberattacks in Industrial Control Systems

Sicard, F., Zamai, É., & Flaus, J.-M. (2018) · Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems · doi:10.1007/978-3-319-74962-4_5 · Cited by 10 · see citing works

Data driven intrusion detection system for software defined networking enabled industrial internet of things

Madhawa, S., Balakrishnan, P., & Umamakeswari, A. (2018) · Journal of Intelligent & Fuzzy Systems · doi:10.3233/jifs-169425 · Cited by 10 · see citing works

Advanced Bad Data Injection Attack and Its Migration in Cyber-Physical Systems

Deng, W., Yang, Z., Xun, P., Zhu, P., & Wang, B. (2019) · Electronics · doi:10.3390/electronics8090941 · Cited by 9 · see citing works

Modeling and Simulation Approaches for Cybersecurity Impact Analysis: State-of-the-Art

Jawad, A., & Jaskolka, J. (2021) · Annual Modeling and Simulation Conference (ANNSIM) · doi:10.23919/annsim52504.2021.9552043 · Cited by 9 · see citing works

Data Logic Attack on Heavy-Duty Industrial Manipulators

Li, L., Xie, L., Hao, B., Yang, L., Hu, T., & Wang, Z. (2020) · IEEE Access · doi:10.1109/access.2020.2966764 · Cited by 8 · see citing works

Improved Deep Belief Networks (IDBN) Dynamic Model-Based Detection and Mitigation for Targeted Attacks on Heavy-Duty Robots

Li, L., Xie, L., Li, W., Liu, Z., & Wang, Z. (2018) · Applied Sciences · doi:10.3390/app8050676 · Cited by 7 · see citing works

Robustness of Cyber-Physical Systems against Simultaneous, Sequential and Composite Attack

Cui, P., Zhu, P., Xun, P., & Shao, C. (2018) · Electronics · doi:10.3390/electronics7090196 · Cited by 7 · see citing works

An Open-Source Hardware-In-The-Loop Virtualization System for Cybersecurity Studies of SCADA Systems

Mocanu, S., Puys, M., & Thevenon, P.-H. (2019) · HAL · Cited by 7 · see citing works

The design of the graphical interface for the SCADA system on an industrial platform

Hoarcă, I. C., Bizon, N., & Enescu, F. M. (2020) · International Conference on Electronics, Computers and Artificial Intelligence (ECAI) · doi:10.1109/ecai50035.2020.9223119 · Cited by 6 · see citing works

Detection of Deception Attacks in Supervisory Control Systems Using Bond Graph

Zerdazi, I., Fezari, M., & Ouziala, M. (2020) · Automatic Control and Computer Sciences · doi:10.3103/s0146411620020091 · Cited by 5 · see citing works

Social Collective Attack Model and Procedures for Large-Scale Cyber-Physical Systems

Zhu, P., Xun, P., Hu, Y., & Xiong, Y. (2021) · Sensors · doi:10.3390/s21030991 · Cited by 5 · see citing works

False Sequential Command Attack of Large-Scale Cyber-Physical Systems

Xiong, Y., Yang, Z., Wang, B., Xun, P., & Deng, T. (2018) · Electronics · doi:10.3390/electronics7090176 · Cited by 5 · see citing works

Single and Combined Cyberattack Impact on Industrial Wastewater Systems

Jawad, A., & Jaskolka, J. (2023) · International Conference on Dependable Systems and Their Applications (DSA) · doi:10.1109/dsa59317.2023.00040 · Cited by 4 · see citing works

A Lightweight Compound Defense Framework Against Injection Attacks in IIoT

Chi, P.-W., & Wang, M.-H. (2018) · IEEE Conference on Dependable and Secure Computing (DSC) · doi:10.1109/desec.2018.8625150 · Cited by 4 · see citing works

Securing CPS Through Simultaneous Analog Side-Channel Monitoring of Cyber and Physical Domains

Kacmarcik, A., & Prvulović, M. (2024) · IEEE Access · doi:10.1109/access.2024.3456050 · Cited by 3 · see citing works

Industrial Control Anomaly Detection Based on Distributed Linear Deep Learning

Tang, S., Ding, Y., & Wang, H. (2025) · Computers, Materials & Continua · doi:10.32604/cmc.2024.059143 · Cited by 3 · see citing works

Issues in Securing Critical Infrastructure Networks for Smart Grid Based on SCADA, Other Industrial Control and Communication Systems

Enescu, F. M., Bizon, N., & Moraru, C. M. (2018) · Power systems · doi:10.1007/978-3-319-94442-5_12 · Cited by 3 · see citing works

Abnormal Message Logic & Sequence Detection for Process Layer Network in Digital Substation

Li, K., Mu, H., Yang, C., Zhang, J., Jin, N., & Ji, X. (2021) · IEEE Sustainable Power and Energy Conference (iSPEC) · doi:10.1109/ispec53008.2021.9735648 · Cited by 2 · see citing works

Bespoke Weighting Schema and Sequence of Transformations for Enhanced Insight into Prospective False Command Injection Attacks

Chan, S., & Nopphawan, P. (2023) · International Conference on Cyber Management and Engineering (CyMaEn) · doi:10.1109/cymaen57228.2023.10051057 · Cited by 2 · see citing works

Optimal Load Shedding for Smart Power Grid Resilience Enhancement Considering Cyber-Physical Constraints

Hosseinpour, S., & Martins, J. F. (2023) · IFIP advances in information and communication technology · doi:10.1007/978-3-031-36007-7_5 · Cited by 2 · see citing works

Locating collaborative attack targets based on physical invariants toward cyber-physical systems

Xun, P., Yang, Z., Zhu, H., & Tang, Z. (2023) · International Journal of Information Security · doi:10.1007/s10207-023-00773-0 · Cited by 2 · see citing works

Smart Behavioural Filter for SCADA Network

Corbò, G., Foglietta, C., Palazzo, C., & Panzieri, S. (2017) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-319-52569-3_9 · Cited by 2 · see citing works

Intrusion detection research of control system based on robot arm

Zhang, L., Xie, L., Hu, B., Wang, Z., & Ren, F. (2017) · IEEE International Conference on Robotics and Biomimetics (ROBIO) · doi:10.1109/robio.2017.8324820 · Cited by 2 · see citing works

Requirements for Applying SCIA: A Structured Cyberattack Impact Analysis Approach for ICS

Jawad, A., Arnott, Z., & Jaskolka, J. (2024) · IEEE International Conference on Software Quality, Reliability and Security (QRS) · doi:10.1109/qrs62785.2024.00045 · Cited by 2 · see citing works

A Cyberattack Impact Analysis Approach for Industrial Control Systems

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Interplay of Attacker Behaviors and Dependability Attributes in Industrial Control System Impact Analysis

Jawad, A., & Jaskolka, J. (2024) · International Conference on Dependable Systems and Their Applications (DSA) · doi:10.1109/dsa63982.2024.00022 · Cited by 1 · see citing works

Methodology for Cyber Security Risk Mitigation in Next Generation SCADA Systems

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Design and calibration experiment of six-dimensional force sensor for heavy-duty manipulator

Li, X., Yin, Y., Sun, Q. H., Zhang, Q., & Jiang, Q. D. (2021) · International Conference on Mechanical Engineering, Measurement Control, and Instrumentation · doi:10.1117/12.2611317 · Cited by 1 · see citing works

Achieving Runtime State Verification Assurance in Critical Cyber-Physical Infrastructures

Rivera, A. O. G., Tosh, D. K., & Shetty, S. S. (2021) · IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) · doi:10.1109/smartgridcomm51999.2021.9632340

Reliability Assessment of Cyber-Physical Generation System

Rostami, A., Mohammadi, M., & Karimipour, H. (2022) · Iranian Journal of Science and Technology Transactions of Electrical Engineering · doi:10.1007/s40998-022-00566-6

Resilience of Cyber-Physical Systems: Hybrid Multi-stage Attack Simulations and Defense Strategies

Adak, S., Singh, S., & Baranwal, T. (2026) · Lecture notes in networks and systems · doi:10.1007/978-981-96-9494-5_40

Recent Advances in the Role of Artificial Intelligence in Cyber Physical Systems

Ghosh, M., & Maity, S. (2026) · Engineering cyber-physical systems and critical infrastructures · doi:10.1007/978-3-032-09656-2_3

Bio-inspired Metrics for Real-Time Detection of Denial-of-Service Power System Attacks

Payne, E., Sun, S., Hossain‐McKenzie, S., Jacobs, N., Davis, K., & Layton, A. (2026) · Conference on systems engineering research series · doi:10.1007/978-3-032-12309-1_15

A co-simulation testbed for the cyber-physical power system based on the novel concept of critical future event prediction

Ghaedi, M., Delkhosh, H., Seifi, H., Jorjani, M., & Shafie-khah, M. (2026) · International Journal of Critical Infrastructure Protection · doi:10.1016/j.ijcip.2026.100869

Exploring dimensions and metrics of cyber-to-physical impact: A systematic review

Jawad, A., & Jaskolka, J. (2026) · International Journal of Critical Infrastructure Protection · doi:10.1016/j.ijcip.2026.100910

False Logic Attacks on SCADA Control System

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